{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "ZggjUZ5oPvzH"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/jeffheaton/app_deep_learning/blob/main/t81_558_class_09_1_faces.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "YDTXd8-Lmp8Q"
      },
      "source": [
        "# T81-558: Applications of Deep Neural Networks\n",
        "\n",
        "**Module 9: Facial Recognition**\n",
        "\n",
        "- Instructor: [Jeff Heaton](https://sites.wustl.edu/jeffheaton/), McKelvey School of Engineering, [Washington University in St. Louis](https://engineering.wustl.edu/Programs/Pages/default.aspx)\n",
        "- For more information visit the [class website](https://sites.wustl.edu/jeffheaton/t81-558/).\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "ncNrAEpzmp8S"
      },
      "source": [
        "# Module 9 Material\n",
        "\n",
        "- **Part 9.1: Detecting Faces in an Image** [[Video]](https://www.youtube.com/watch?v=Hpp3D3P2iWQ&list=PLjy4p-07OYzulelvJ5KVaT2pDlxivl_BN) [[Notebook]](t81_558_class_09_1_faces.ipynb)\n",
        "- Part 9.2: Detecting Facial Features [[Video]](https://www.youtube.com/watch?v=AblTbq0T2wE&list=PLjy4p-07OYzulelvJ5KVaT2pDlxivl_BN) [[Notebook]](t81_558_class_09_2_face_features.ipynb)\n",
        "- Part 9.3: Reality Augmentation [[Video]](https://www.youtube.com/watch?v=jfZDiRxx5Bc&list=PLjy4p-07OYzulelvJ5KVaT2pDlxivl_BN) [[Notebook]](t81_558_class_09_3_reality_augmentation.ipynb)\n",
        "- Part 9.4: Application: Emotion Detection [[Video]](https://www.youtube.com/watch?v=F0H6vojQhE8&list=PLjy4p-07OYzulelvJ5KVaT2pDlxivl_BN) [[Notebook]](t81_558_class_09_4_emotion.ipynb)\n",
        "- Part 9.5: Application: Blink Efficiency [[Video]](https://www.youtube.com/watch?v=96LPEStHCUA&list=PLjy4p-07OYzulelvJ5KVaT2pDlxivl_BN) [[Notebook]](t81_558_class_09_5_blink.ipynb)\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "HKQqQljyPvzK"
      },
      "source": [
        "# Google CoLab Instructions\n",
        "\n",
        "The following code checks that Google CoLab is and sets up the correct hardware settings for PyTorch.\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "fU9UhAxTmp8S",
        "outputId": "213e7e52-1773-4349-9248-f9ae032d048c"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Note: using Google CoLab\n",
            "Using device: cuda\n"
          ]
        }
      ],
      "source": [
        "try:\n",
        "    import google.colab\n",
        "    COLAB = True\n",
        "    print(\"Note: using Google CoLab\")\n",
        "except:\n",
        "    print(\"Note: not using Google CoLab\")\n",
        "    COLAB = False\n",
        "\n",
        "# Make use of a GPU or MPS (Apple) if one is available.  (see module 3.2)\n",
        "import torch\n",
        "\n",
        "device = (\n",
        "    \"mps\"\n",
        "    if getattr(torch, \"has_mps\", False)\n",
        "    else \"cuda\"\n",
        "    if torch.cuda.is_available()\n",
        "    else \"cpu\"\n",
        ")\n",
        "print(f\"Using device: {device}\")"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "i-qb-mcqmp8U"
      },
      "source": [
        "# Part 9.1: Detecting Faces in an Image\n",
        "\n",
        "In the realm of computer vision, the ability to identify and interpret human faces is a cornerstone application. Our innate human ability to recognize and understand facial structures translates to a computational challenge when implemented in machines. The foundation of this task is twofold: firstly, the detection of faces in images, and secondly, the identification of facial landmarks on these detected faces.\n",
        "\n",
        "Facial landmarks refer to specific key points on a human face that hold significance. These can be corners of the eyes, the tip of the nose, contours of the lips, and so on. Recognizing these landmarks allows computers to understand facial expressions, conduct morphological studies, assist in digital makeup or facial recognition tasks, and much more. Essentially, these landmarks provide a structured map of the face, enabling various applications to thrive.\n",
        "\n",
        "However, before a machine can pinpoint these landmarks, it must be able to recognize a face within an image. It's akin to needing to find a canvas before painting on it. Detecting faces in an image is the precursor to identifying the detailed features or landmarks on it.\n",
        "\n",
        "For the purpose of this chapter, we will be utilizing the **facenet-pytorch** library. facenet-pytorch is a powerful Python library specifically tailored for face detection and facial landmark identification, leveraging the capabilities of the FaceNet architecture with the efficiency of the PyTorch framework. Whether you're a beginner in computer vision or an advanced practitioner, this library offers an efficient and convenient approach to face-related tasks.\n",
        "\n",
        "To kickstart our journey, let's begin by installing the necessary library. The following code will install facenet-pytorch:\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "uSMpQ-R0XsWg",
        "outputId": "b0dfd388-a93a-4123-a9fc-a7f434d5ca4d"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Collecting facenet-pytorch\n",
            "  Downloading facenet_pytorch-2.5.3-py3-none-any.whl (1.9 MB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m1.9/1.9 MB\u001b[0m \u001b[31m11.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hRequirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (from facenet-pytorch) (1.23.5)\n",
            "Requirement already satisfied: requests in /usr/local/lib/python3.10/dist-packages (from facenet-pytorch) (2.31.0)\n",
            "Requirement already satisfied: torchvision in /usr/local/lib/python3.10/dist-packages (from facenet-pytorch) (0.15.2+cu118)\n",
            "Requirement already satisfied: pillow in /usr/local/lib/python3.10/dist-packages (from facenet-pytorch) (9.4.0)\n",
            "Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.10/dist-packages (from requests->facenet-pytorch) (3.2.0)\n",
            "Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests->facenet-pytorch) (3.4)\n",
            "Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests->facenet-pytorch) (2.0.4)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests->facenet-pytorch) (2023.7.22)\n",
            "Requirement already satisfied: torch==2.0.1 in /usr/local/lib/python3.10/dist-packages (from torchvision->facenet-pytorch) (2.0.1+cu118)\n",
            "Requirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from torch==2.0.1->torchvision->facenet-pytorch) (3.12.2)\n",
            "Requirement already satisfied: typing-extensions in /usr/local/lib/python3.10/dist-packages (from torch==2.0.1->torchvision->facenet-pytorch) (4.5.0)\n",
            "Requirement already satisfied: sympy in /usr/local/lib/python3.10/dist-packages (from torch==2.0.1->torchvision->facenet-pytorch) (1.12)\n",
            "Requirement already satisfied: networkx in /usr/local/lib/python3.10/dist-packages (from torch==2.0.1->torchvision->facenet-pytorch) (3.1)\n",
            "Requirement already satisfied: jinja2 in /usr/local/lib/python3.10/dist-packages (from torch==2.0.1->torchvision->facenet-pytorch) (3.1.2)\n",
            "Requirement already satisfied: triton==2.0.0 in /usr/local/lib/python3.10/dist-packages (from torch==2.0.1->torchvision->facenet-pytorch) (2.0.0)\n",
            "Requirement already satisfied: cmake in /usr/local/lib/python3.10/dist-packages (from triton==2.0.0->torch==2.0.1->torchvision->facenet-pytorch) (3.27.4.1)\n",
            "Requirement already satisfied: lit in /usr/local/lib/python3.10/dist-packages (from triton==2.0.0->torch==2.0.1->torchvision->facenet-pytorch) (16.0.6)\n",
            "Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/dist-packages (from jinja2->torch==2.0.1->torchvision->facenet-pytorch) (2.1.3)\n",
            "Requirement already satisfied: mpmath>=0.19 in /usr/local/lib/python3.10/dist-packages (from sympy->torch==2.0.1->torchvision->facenet-pytorch) (1.3.0)\n",
            "Installing collected packages: facenet-pytorch\n",
            "Successfully installed facenet-pytorch-2.5.3\n"
          ]
        }
      ],
      "source": [
        "!pip install facenet-pytorch"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "80bPWchpE96r"
      },
      "source": [
        "Before discussing the mechanics of face detection and landmark identification, it's crucial to understand the initial step: loading an image. Many of the sophisticated operations in computer vision are dependent on this basic but fundamental task.\n",
        "\n",
        "For our exercises, we will be utilizing the **requests** package. This is a popular Python library employed for making HTTP requests, which can be used to fetch images directly from the web. By doing this, we can work with a myriad of images without the need to manually download and store them on our local machine.\n",
        "\n",
        "Once we have fetched the image, it's important to note that **facenet-pytorch** operates on images in a specific format provided by the Python Imaging Library (PIL). The PIL, often accessed via its Pillow fork, offers extensive capabilities for opening, manipulating, and saving various image file formats. This is because **facenet-pytorch** specifically accepts PIL-formatted images, as this format provides a standard and efficient representation suitable for further processing.\n",
        "\n",
        "Thus, after retrieving an image with the requests package, we'll convert it into a PIL Image. This ensures that it's in the right format for subsequent face detection and landmark identification tasks."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "8GZT9Bd2Xk7V",
        "outputId": "54fb7f09-6cd3-4cac-c887-2f1428430efe"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "<PixelAccess at 0x7e7176f8bb70>"
            ]
          },
          "execution_count": 3,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "import torch\n",
        "from facenet_pytorch import MTCNN\n",
        "from PIL import Image\n",
        "import requests\n",
        "from io import BytesIO\n",
        "import torch\n",
        "from PIL import Image, ImageDraw\n",
        "\n",
        "# Load image\n",
        "#url = \"https://data.heatonresearch.com/images/wustl/data/AdobeStock_319245189-low.jpg\"\n",
        "url = \"https://data.heatonresearch.com/images/wustl/data/img1-512.jpg\"\n",
        "response = requests.get(url, headers={'User-Agent': 'Mozilla/5.0'})\n",
        "img = Image.open(BytesIO(response.content))\n",
        "img.load()"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "yOCh-iaPu_59"
      },
      "source": [
        "We will apply the MTCNN model, a cornerstone from the pytorch-facenet repository. The Multi-task Cascaded Convolutional Networks (MTCNN) is a specialized framework that has been designed primarily for face detection, alignment, and cropping. Its unique approach is founded on a three-tiered hierarchy, each employing convolutional networks that execute their tasks sequentially. We will briefly review these internal details. The initial stage, known as the P-Net, generates potential face candidates using a fully convolutional methodology, also producing bounding box regression vectors for further refinement. Following this, the R-Net takes center stage, taking it upon itself to sift out a multitude of false positives from the initial proposals, while continuing the task of bounding box correction. Culminating this intricate process is the O-Net, which takes on a dual role. Not only does it further refine the bounding boxes, but it also generates vital facial landmarks.  \n",
        "\n",
        "With the MTCNN model in our arsenal, we can seamlessly process images to extract all discernible faces. This extraction process is straightforward: the image is fed into the MTCNN model, traverses through the cascading three-stage pipeline, and finally outputs the bounding boxes of detected faces, optionally paired with their respective facial landmarks.\n",
        "\n",
        "However, as with any sophisticated model, MTCNN is not without its imperfections. It's crucial to understand that we might be faced with 'false hits'. Specifically, there's the potential for False Positives, where regions not containing faces are mistakenly identified as such. Conversely, False Negatives represent genuine facial regions that the model unfortunately overlooks. To aid in navigating these detections, MTCNN typically offers detections ranked by a confidence score. This hierarchy implies that the first images or bounding boxes in your list are those that the model holds in the highest confidence as faces. As you traverse further down the list, this confidence invariably wanes, making the initial images the most likely candidates for genuine faces.\n",
        "\n",
        "We begin with this code that initializes the MTCNN face detection model, ensuring that it retains all detected faces and assigns it to the appropriate computing device. Upon feeding the image (img) to the MTCNN model, it detects potential face regions and returns their bounding boxes. The program then prepares the image for annotation by establishing a drawing context. For each detected face, the code delineates the bounding box with a red rectangle and subsequently prints the coordinates of that box. Alongside the printed coordinates, a textual description detailing the location of each face's bounding box is also provided. Finally, the image, now annotated with the detected faces' bounding boxes, is displayed to the user.\n",
        "\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 565
        },
        "id": "nV5186yHIE4B",
        "outputId": "34c52e69-a05c-45c8-c48a-e555af8df1a8"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "[165.3406982421875 67.05964660644531 367.87255859375 338.9952087402344]\n",
            "Found a face at the bounding box, Left: 165.3406982421875, Top: 67.05964660644531, Right: 367.87255859375, Bottom: 338.9952087402344\n"
          ]
        },
        {
          "data": {
            "image/png": 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",
            "text/plain": [
              "<PIL.JpegImagePlugin.JpegImageFile image mode=RGB size=512x512>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "mtcnn = MTCNN(keep_all=True, device=device)\n",
        "\n",
        "# Detect faces\n",
        "boxes, _ = mtcnn.detect(img)\n",
        "\n",
        "# Prepare to draw on the image\n",
        "draw = ImageDraw.Draw(img)\n",
        "\n",
        "# Draw bounding boxes\n",
        "for box in boxes:\n",
        "    draw.rectangle(box.tolist(), outline=\"red\", width=2)\n",
        "    print(box)\n",
        "    print(f\"Found a face at the bounding box, Left: {box[0]}, Top: {box[1]}, Right: {box[2]}, Bottom: {box[3]}\")\n",
        "display(img)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "gN25fZ7HEZkU"
      },
      "source": [
        "# Detecting Multiple Faces\n",
        "\n",
        "Detecting multiple faces within an image is often crucial in various applications, from surveillance to group photo enhancements and beyond. The MTCNN, with its robust and precise face detection capabilities, is adept at identifying multiple faces in a single frame, regardless of variances in size, orientation, or facial features. In many scenarios, like group photos or crowded spaces, an image contains several faces. Being able to process each individual face separately can be valuable. For instance, in facial recognition systems, you would want to identify every individual in a group image. Or, in photo editing applications, you might aim to enhance or apply filters to each face distinctly. By utilizing MTCNN, one can detect, extract, and subsequently process each detected face, ensuring that every individual within an image receives the desired attention or processing.\n",
        "\n",
        "Lets see what we can do with the following image.\n",
        "\n",
        "![Multiple Faces](https://data.heatonresearch.com/images/wustl/data/AdobeStock_319245189.jpeg)\n",
        "\n",
        "In our pursuit to process a high-resolution image containing several faces, we aim to not only detect each face but also to crop and extract them for individualized processing. The provided code begins by iterating through each detected face, denoted by its bounding box. For every face, it provides a summary of its location in terms of left, top, right, and bottom coordinates. Subsequent to identification, each face is cropped from the main image. To ensure uniformity in further processing, the cropped face is resized, maintaining its original aspect ratio. This is achieved by standardizing the width to 128 pixels and adjusting the height proportionally. The resizing utilizes the LANCZOS filter, known for its high-quality resampling. While the code has a provision to save each resized face as a JPEG image, this option is currently commented out. Instead, after each resize operation, the individual face is displayed to the user, allowing for a visual confirmation of the extraction process."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 945
        },
        "id": "Qes36gBspO5E",
        "outputId": "ed19ad32-1406-4f43-ad35-f1bbd77d0e02"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Found a face at the bounding box, Left: 1881.234619140625, Top: 938.9395751953125, Right: 2422.770263671875, Bottom: 1668.334716796875\n"
          ]
        },
        {
          "data": {
            "image/png": 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",
            "text/plain": [
              "<PIL.Image.Image image mode=RGB size=128x172>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Found a face at the bounding box, Left: 2565.966064453125, Top: 752.9630737304688, Right: 3097.4775390625, Bottom: 1486.925048828125\n"
          ]
        },
        {
          "data": {
            "image/png": 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AJFYLHTEAmBZ3l9hqKcTcdbPl0WkzWyDS+viom7eupZT88z/+iRa9v+8Xy9PFfFFSzllBPeX8yWcX95sdi//R549V85jHX33zPUdZL+d0fvxCDW9uv55x/PSjP3fzxeLYysgIOe2J+e79y5xTe3JezG7evhbQ6+9//fSzPxMOoKWdH23ffffw+puIsD4+Wp6ezLp5IxHNSdVNzU2zEvHs5DjOm/3b15hotr6I8xUSMzNLQEThQCQAgI7giIBO5O6ICO5ASEQAAACm5u6ghsSISMzmajlbGmubYqaISEiE5A6IDO6uisyATBzAwSUgC3IgaRAYHQnFVM0Uzcs4xG5OJMzCEkvOpsoiwsHN3EGzLY9OASmPw/rs6OLJxWG3B4CPP3s+72Y3V9tR+eLJOSENY0qHlFL6yU8fv31/f7RsP312ks2+f3319vI+CNPN/v7+/qW5HS9OlzRbzNeEaJrq0H/YXb/8zb91DqPq9vaaCd98+duTR5/Oz5+mYVicPU/Dvr95Xw67btYs1i1BCRLAjRDdsmtG5Difz06OsaTx+qpZHM8ff8Td3AEJkVgQiUgcEame7ArqMCGCA6MAAri7uYN7yZ4SsQCTl6yl6Jh0HCwnsKnOI7HX0sMsJMIBKQAgARERkSAJIpkrOLgDgCMSEhdNoPbvmiIiDtGKBgmEaDkzs40DmLsqARydnqJB2myPnz56+skn/XY/m81Pj5brVfvm7YNr+8nzp6Tcb/rDQw8Iz54dv79++OTj46PVbHvIv/79y5yNDvtbB182x0ezx8cnT0NcWk4AAIQI/v2/+hfBkZdHdzfXQnT/7lvN/friYtxvY9ONh93mzXdlv2/ahbQxjwNLcDcWJkSOTZgvmvUiNJzuLvPmLszWoV0DCpAgi0sEFAdwdAwBkeoTcbD6+FhCBXOQhGMbYkex4aaBotofShrdgWJDoZGmQUIEJGYSrpcHAnFoMAQkYhJ3AIdS6lhTmBgRzJJZIQ6aBs9JQsNNgyKac0nZi4YgRIFJsJgeenL3NDbzmbpSDMvTY+F4uN88/+kny/Vy3B+Wi/nZ6erF49Pv/vDOOX786TMmtlS2t/vFMj6+WN3dHT5/cdy18ofvL9++e6CG5Hh23PLsyemnQVoCKOOICKpp+/brb7/4bSHuNxtIycEPd1fPPnkx7h/Q3axsrn/QPIbYkGv/8NB1a5aGJACJdLMwWzTdDMqQ767IuT16wt3aiJ0FkbzOsQBIDA5QzCtEQyQUEMjVAYFEpJ1JiGCuOeswWj+WoSckiTNiQQAOEdTQAREQgJCYhUMLiAZgDl6vdRJEDhJBC2pxB/9w4efU53SQds7SWMle1NUIkWMEFrf6myO6IaKXUvLIiDYOMTbdYi6l9LdXz3/2aWA0Levl8vR0eXq6evf64fzR6U9+8gLANZfxkC4erRfzpmh5fj5LJf/ytz/QqjmCUdez07OTZwhUco/CmpMe7l//9lfbfTl58uT+zavFrLt/9c1qtQZgopDTmIcBiromG3oHXJyctfNVO1s182WcL+PqKMzafLgpmxsJc1mcIAZwqIi3AwJSbRDBESh4rTNoDmDgSMwxICI4mOYyjloyIrIwxShNB8QkwhzAAd2BGYiRBEiABYhJAhKDOxR1VSSCIF6BdxaKrTNXIqaUQXWU2Lp62R88qaUiMSAzAFjKpsVMvRRwwyAk7GkkZixmOaM7BfZ+1N3h8ccvShrcLLZhfTTHArfv9icnpx8/fZxzGg7jbtufP1ogwazls2V7u93RmPo2zh+ff0YUiSWnHgFLGTb3l7/5m799+pNPD30/m823D9fjw9V8udZSxt1dbOdpu0nbh3R3F6Isliddtw7tgiUgkDQdMcDhAVKO8zPqlo7oBA4GAGgODhMGCAjCEASIAdkBgWB6moCAgkjogCwcIkmg0CARMBMxmBMxSSAOLI00HbIAESLVN8hBvGQg4hBAHdQQsaKh5kbI7prTwd0R2ZJ6P4IqmKO5ZyMEHUYiYidmQQQSYWkwRET0kh3AzR2ACFmkv78tQ3/29IlpnnfdycmsaeiwH3abfH5x8fzpWeqHcTOkoTx9ftzMwrwLJEiL2emz53+sBZqm2z9cWy5aRhv7q5dfb4e8fvLosBvmR0dvf/vL00dPUGR7/W5x+mR79aq/fzduN3G2WKwezZYnsV0goKOE+UoE7OG9pdIsLrhdQGxAWpCIHIkiQG1uwE2d0N3crF6FyNEpghMAOkXmgCxAiOiEZGbgUOk7RCIWQCBEd0NiJELAivBVhk9zQWIMAkgAjubgTiSEwhwMtFh2QMikyd3AtRALOCGgu3lRUOcQKQogUBOR0LWAFnMrOSNSCJGIixZikdgcNg+W82w5z+N4fnbWzbrDYSTmftSzo5OTo9U4jLuHHggeP1mv1iGK09Hq4v72ajFfprQXaaVpAOzhzbdf/fJ3XYw55fNPPvv6t79crk+abvlw+frs6SeH/jDubvO+R8Tj88ft4ljazgGApFkfI1m6foke4vIC285ZALCWWwAnQCThqX4IMiGxm4E7EjshICEJuIObA7oZkjBFFmZmZHJwEuHYSohIhIREjEROxBLqBAuIZoZEjgT1l5oGYsAgTg5gCAjuCALOZoaOJEKxcXMS5lkrTYMk3MXKEbrDVJFK0ZxcjYjdHdyDRELKaRAOEuLm/j7EIMKI8OLFI0a/v3kog44JTo5O5/P50A/72wMzPn9+1HVEh93D2foRB7FcSII7jNvr13/45bffvD46mjfN/PLr7/Nme/zkWRq23bLDpsm7h/u3l4ft/cnFYw7BBRQB4iyuVj7el5s30h2H5RlQJaYqOpkBiVAAp8PvtVUEptBJM6c4A2mQI4XghIgVnSkgETg6ogEBMQASMSA5mNa5DAmJLGdLSU0BABDqG6WKeLtjEANzKI6G5I6uoOAA5lChWQSSIN1cZnOJEZGAGQMjh+m3YgFAJ6YQpGmJmVgkBFUzs9h0qsm0EHIT4vburm3D5v5+1uHpxaLfD7GLQzYr/vzxeReb/XbYPfTzrn3x7Ey6MHt08WkpSmYIoOlw+c2vXn71/WE3nH/ysSLdXb58+uzRsLsl0Ga52m/ubn/43vrh0ScfN4s1N3OODYRWBPL2vR/6bnkBTVuBYTRFEQcCdHR3L1ApAGSggO6I7G6APPW9QO6KIUDowAvl5MUQ0KlBRIcMNtQ7Fk2BEEwB0CsqXRQJAdFNAdmsgIObujuCGBgBgrvmbEVNDQgRiYVYgpeCCEAoHM0UVJkQSADAI5s7upU0gjsxZjU3gDrAIJY8goNIm0tCJOJAJQ99v5jPtg/7s5OjPHj/sL84Pfryy5dHR6ePzs8eXr7Z7wYwW85b+vyjPyECBGCWnPrDzbt3v/vb3//mm89//tPzjz5/9+0366PFbnOj/UbVAfndl3/YvL8+f/FM2pa5xUoU+5gf3mk/tEdPIER3dCQgBmJ3c1MvxSy7KyASt8QdANc2tIJuiIhIiI4oVD8FbqlZUjNDFkA0d0Ryju4AWoADcDBTyyO4ITOFgEhEBPV3QppG6BAkREH2UcshazbPSgDCIiIhtBIaCQEdEQmQkYRjU3GK+l9rG0sSuGlVHRw4RARwdSuKgG4QpInSumspOYaopZhpiIHRzy8WJZUY+Ph0+e7dQ9PEi6MVO+w2h/32IPPFOoY27TfQdprT3fUP79687xWf/+T5V7/8G0w7QySgMDumpjnc323e3zz56MVstQJgwDqxluHhgbBZnDxGRHcFJHT1qc2GaejnqKYA7G7upeItAIDIVRVgU51FqJIoRzelECFE0GxarGQgogkd0ukulwAkJAxm5orgEoLmxCzO4u4ljToqWtFUgCTElmZsWghQrbgbAhJHFlQtgARuXr9Rd0B0cCRGt6IKSCjMBFbUHGr5Mq0/PKo5ANW7roltP/TdrOvHHoN1S9k+7I7X3f3dRqSdt01azja73TiMwtKOhx2UlBK65fevv/n6m9fH5xeK+O7rr37xpz8ddZjPluOQl23z8vvvz54+Xh6v8zg2zYwboYB5u3GUbn0ObqpKHAAqXKNAQiLIjSMBYAXd6nMzr8WXAREQjSr9AuAO9RQbIpGXDADIgZDBENwcnYDNCqgCAKI4uOcEZg5uZgjoatPbd0dDCkzSytwhKwA4ERF7Khw6d3M1IgF0QALiogWBgcHNfKr+pJqRyErxqeiBqzkYEgGiFkMmIjalqhNkFndMOUUJYL5YdJvNUEZ/8uTEzZsmzLUtlrf7gwjSZnfbtR0h9bfvXv32q12vf/onj3746ttnn31iruXQ3w+HR08/vXv/tmni0fkJgBJAuzqiwHm38YJxtYIKTSKW3BMScQAikIDMFVs2N3CvVyhUyL9Owj8C9ggAAMTI7GZOCLV/dHNVBESJrpmRzBNRBFQzBWQkcDMUwHr9WgnSuBkCIaJaQWIiciDDpEWJyB08MEqoj5Uk5KE3U3QnCo7kpkgCmliiekItCAQVYqrSFzNEQiQvIzFpyQiESMJBTc0UEdDRDcF5fbRMOR/6HCIbgRXXYkISY5R0eIAyOrRl2L/98lcPVzePP30u82YmM+no9XdfzZuwunjKwvvbm7OLs+FwWKxX7XKNDGm3x2JNu3TTrIOQoAMgUmiBBQGcxAHqxAVI9amDAxJCRQ6I63NHQCNAJ5iu5Tr5m7O4OSCBGapXPhlcoBSSCB8gUrfi4GiKJMiBHB2yuzoANwvQAkTEAo4OikSGipYBiVmQWIsiByFWLYQIRgZkpiyxjL27uRshQgxu6qauCoRAlIo6opXiAMRoySqDXUqyrLlYO29zn+OMV8s2jXkYhiY2s1kzlrw/HAIL7e9uJbYIfP/uh+9/8+tX7+72m/39u6su0sO711EkzpfnLz7f3N7GJnKQIKFt50FiORxAlVkcAIncDN1ZYmhmKAEQKzwJyBP+AOgOZgrg4AaI8KFK1H+hAYCDK6ihWYU2CQXdpnLMiCECEUmgEBwAiZGFQmRuJLTEDULFVgmlpdABRQfCpgNp3NApYOxAGmkX0i4pdg6M3AAxEFBsJLYVUeIgiAhgxEwiIFjBEmRCZgwC04xCKAE5AJGWQiJIHEJHJABupsU0crDBiLhrxYvnorGJrhg4DoeR0jC23UJYNq++evf67T7pPIYnHz0lTGl/iO1sdnReyri5upQmaBpCDE3bpNSXPIK7tB3GYKoIJKFFDm7uZmBeh9T6GpDEbFIt1IsZweqb8DoRIABYfUW1xroVdwcwYK4nnZCcCVkmyowQWWqXBcxuTsQoYkTAVXSMWGkGA0TGGDkEmvhOn7Cj0AChmyKQqzoiMgO4l4JMSEQSSRqWlmOLIgB1yAA1cwcoGcFD17HEEKKIgHtRa5p5iNHd0IBFXF04BpGui6liaODmYE7UNOJIh+3N97//3Zvrh0M/zJZzAHv79Xez+WwYkyK+/fpLzWk89AS4PDnNOamqcNPOjpCjjgkBYzMHQFCdhtipTfDKcZvqdPlRxfkn6heR0BFr6wBYu1GsjSkxeq25hETIQlXAh4BSzyABEYUIxMQEQs5IMTIxMUNFRok/zOD1+wJHAEJ3N1Vwx9qmcSAWd7ecQOv46CiMxIDoYFMVYqrzMLh/6HfJHUpKAAp1VgcXxlK0nS1ZpBQVEkewol3bhoZCQARfzCIiLOYtLZbLYdjfvvv+8vWbm83QNeH0ZNUfDk8++XRzc7992Jv75v5eJDDC0fnpOOzzqE1chjCzksswEDORINKE5xATyo/kCkxQj0OtRFDBnFp/0OvlPM2vk05rkvc4Ik9MIUrjiI7IIo6OzIjIMRAzEtUJAB2BeGIyglAMLsGDIAEQ1sdM8QO9DIDMSKTuVrITIeGHn8CBCDgQERCBAzkwBUQyLVa0/nD1xq8HA8zBXNOopQChBKkz3my+BoBcsrAAOLOsZnN0zCnNWiGEoR8pFc3D9s03X1xf32x3h6OjVbtYLZdHd69/uHz5fnX+ZHe/AcDdfji9OM85lSETYdFsqla0kopEoXbuFe78MFihA7gVookhBESEqQWqiETt5X1ivCowUMEKAtf6sbupWyEgx9pWAprh1Eh5/X1hEhgTkjhSLVkVp8AYqIkg5OiOiBIAkIIAodZ/nPmDbALrW2ESYraiXjKCmpXp46kQOiOwoAhWYocZ6YMmDNEdS7b6j0uIsWm1FGbhICUXRjlaLxzAFWaNuBttH+7Tvr9/+fr6+sEcfvqzz4jg5e/+5ubty5GkmTU5DYeH7aJrmGXYDcKMpgSgXoCASBDFEUtJ5lZv43pn1vaSpAFAMKOp4wSs2jOYSkL9ousjBKvKN4f6OZmCa+39HLRCNx+qik9TtE539/RbVSkREiAAupdSlfcogkiIwDFg4NpHEhKomqq7o5up1VnEwQ0mwZ2ZOqhZMdd6tkzdTIkIQ3AiN9OSa7kjQmIu9UNxq8gEx9bMCJGIcta262ZdE4SWXdOEQIB4/+6H2zev+0SPnz5hsZe/+VXe3t087JrZTEu5fXtp6ienq/vrW2RJ/aBDdjMEJuA6vIDVK2k6iQA4TZJurtktgyu4AaADAkw3c+XYKxzt4EBTR4rmXhSAHMDTCCV5yeCOhJNeBxGQpmsD3LRAvZYR3Q3ATDNWUiEIsLj7NOUR1u+sHlcwq0p2BHdTEkYEEgJyIkBhFDZQQgJ0QgIkqDebaUnJzAExmyOLqpqpqYF5CAHMCSmNg7ubFgmN2XRhWLFu1sUYmtis5nMygrvry81me7MfS7/d3rzb9vuc9c1Vf/b844fb7c3lwyeff/SwOTTzhY3ZinFsKbREMTRzjtFyglJ+bA8qHOYwndBayxERgOsdASRYxyu36SomAnc3rdNCvRt9eqmT3BMqL2heX+QE6k1XDQE4MX94AfVDI5KmPi4C9Jwr3QyIxKFWJ3OrDxS0uFUArqIPH94tAAI52AeVWEZCYv4w07ibA0xnhVCmQ+WTjqBOfEQM7iIBEQhd1YQjc5jN4vnJnFjL7eW711f31w+b87VYHi33b2/uLHRN4O+++v7nf/YLk8jdIvV9GXtE59jG2IW2BeGcRiTCEIR56l4ckBgAEaeb2UzBDbAeuvpt4ofXU6EJRiIANDPX6X9FN0RAonoxgH+QMExjm3ktBx+uRK8dAHGVWSBQbcDArDLF9dOcvECOiFjbdqrQHYk7EDN8uF1MC1beYHrfqKp1ZGGRqZEGgJLRC7PUn09VkYCZSsopZS3FHdW9pETI9fvPo6JjKTbrOtrdvr97/er9Zs8B5530fa9jevn28Nkv/ujh7uHRk4ujp+cPD7v+/i7v9yE2HDsKwSs2WQojAdeCyyCMhED4Y3F3VwCoaKt7Bi/gBWvnbx8mAGIHd1MERKL610BCV5tOv06Xijk4cb2jp4YHgFgAwDS7VeW6G1idLNwdgGq/jyyVX6s6amByAFNVK9NZR7d6YQDYdEm5qjoSAhkR4nSWLReY5kcFNwRUVdVSNIMDM5esxZyF3RURwIqXYmZqziLE4KBqikhpzHTzw9f72/vNLp+v28W89eKX9/tufXF+9mhztz05mX/7q9+nu/vtzQ0RE3GczxCZSDRnU0VmB0SgKlOr09WHklLqiSOob4WhPhFAQIapHZyEKFilQXVkrpcJTcgiEFFlThDYjdyn/mkqYrXjEiT2aqlwcNPps/PpTSOJT10/ACCKINHUE3h994xMbupqZgV+rCGETghWRfEGCI6oWkwTmBHypA8jQsRSSimKSODGzDE25mDmNtESXv1gIqRqVhwQabi7f9hu9315erKKzLvdeLPJp48u9tvtxdPz6+uHcbd9uLrxYiGG2DS1Y1HNJQ21BJKBqzo4E7tTnYTdvDZBROgVCa16CDT3XDuE+rG7G6D71IMDASKAmQE4qmMtXQRgxm5TbTIjmERz6AZISPW5Up25JsQGAImAsDZmZmpm9Qav9Y+QUKTKvgCIuB7wREjgZXKa1U/JyjQjAuD0Iuswl8Edkczd1PTfmRWg5DIRn0RIDACqlsaEgIgcQkxq6kDv377f7guxL+fysDv0Q37o/ezsyHXY3twv2tk4Dv04zhadBBEWRomxSf2WWSQ09QwDIFEAAECrrHhtgeoPVwE4s+xePiBvP3Y8lX0sYGpuNskMpl/HSna41cM43QE+iXYRycHNrd7b4FZHaXDD+ugrX4kMddwzBS3uZq6u2atgKI+I6EwApjmbKaBbGaFOvCWj5oqB17JpZvU6QRRAMi2OjoRqVrSwCBJWxWqFgZm5zvlcJ21zEgI3YgohplHp9ZvXfdaGoZR0t929u99Ls7CUNrf38+Xy/bvLq7fvnz1/vFjMiKSZrZo4G3bbplnGdg7uVpRCRxLQHaDO7vVeJZiQzg8eCxQABqB/9/SJqgoRJSASIdVhwBEdwQkd3YmcCNxc1RDrK629TK1TU02fvjEHBET2D82S2zSyglmtcl6b/ZQRahFX10yAmkctAyCCRCT2kkELIDiBuiGwuQEiEbkBWEVWkJjMveRsWogICbQUdydmZDQrIUQicbfJDImgRd1dS2nbkHOh+7tNUhgLktl+O24P0LWznHLbdbvt5stvv/n0sxezdlYKxNghSUkpNDNuOrVsVgDRNIE7coWRAYBQgteuFNCdAByx8nrgwHXKAvdJ82xaH9PUxU6DGQKS19beHIkrX+DgZgXMrDJi4ABoJQMQAPlEXfqHsmMw6S2ksvmEDK4OBRDMDJiJBcF0PCD4hw8LkQWZKqaLjo71ReCH8mWACFrMFBwsK1QfjloZ8gRtqYGDuZkbBwHApp1zCIg0DQxZNel81lLTLW+2AyCq4sMBNgmfvngkMZaUf/e73z0+P3Xg+/v7br5s5oucB4kNspgmQiGOAIhWqApmao1kqsfcnaaL0LAUReRqLptKrgMg/chaTjwZ/mgOmHAjIEQh+LHOmBOg+9QO1uNNFUIARCSv1D4zcwAz5Aqa1ubKa8OJwAZgbojgrpXVIglu7q71h3MgZzZAc6Ufh0YzcyNmQnLHCvDVf6fantE00bOwm5laGgfNmZh0GiPIDIYhufuQEhFRP479MBLR5WZ4fX9YLperNgzb/f3765lwF2T/8LCYtYvlDLXE0EJlfaHKn9indhinJwsEpbjlKkImDohcK4a5u6lZnqDn+gC9snrTbYcAyAShDhAO0/OqNZeBpaJIxEJIteWHaUwABwXw+rwByNCxduvu4CAh1Aup1isJARFMDc0cQNrOwaVpCWUCIoqZ2v+kTaDpNlYFcAfnIFAhPCJwA3ARJmZ3q1xCHRKJSM2YJY1DKQZGpuCARXVCyNI4jFqy+eXDUIyO5/Hu6qY/bO/229ls1h/69WpxenzMhM1iRbGZBm6geqzQbPru602nBsDMjRsgoCMbkZMABaiQlVf9N9V+FLn+hR0A7MOMBaY+3bXT8zXAKmMExlqGkNBdiQmJEcnNK2VYkaJJFepVd47EXEdWB2OJk0uyIpqhBeCJ8kSq7ZmqmemEC6HUMwSIxEzM9ZIHc0Im4DoUIxgg1v51okAAmIVJSCiG6MUs42HTl1QAYEilmGUtVN/vzb5c74wRx/6AYNd3D8fr5TjkNsbVaoEhNMsjbmdalFgkREIuuZScHBFD62buhsxAhBzdwczAwFXB0dU1FyvqBA6gWhzRALT2q1Bbu6nxdnevAEO9v2sqAU0ir0rzQpW7IWhJ/qGDBUJEmbC9D6/Z3YnkAy1BVrJrNrPatqEjcjCqFgScaroWJOfpSpuuIkQsrsWs/lEAUBUYFdyupddKAgcJUns2BDR3tcyIKaU0jpqzunllc8yzGSLSbkyHpPvRHOkw6vnZ0fX1zXLWjCnPZs1s3gjxYr4MsSk5szTEkSvc6ADIzo2aI0cMjVM9ROAIHELFl7VoyarqVsFNICfWD/iz2QcxCYITudtECjAD04dxGiA02AREBEIQAa8DhiAQsSBVQw3XdnfCDpCIhSWYqTN9KNzmACiCiEBUiw0RVbHMVMRLIa93mE8oN7E7UB0dJ3aIKARAcFP8EV5HdveS8sTRUiWKxFTHQ6+mjiAiamZWsRdUMxlyToosfLMf/+yjk+1+O6TxiFY5p5P1ec65W80kBqLA0tbB64NgBoGYSCrhDoRQDAQd3dK4u72xUqhrNWczoCZyaJGEgrBIHW9ZyOswXN2j5sSEjF7cQOtfG9FRxB0QxFxh4vfr46skfj2TbqbgFYUTRHQEg6rrZ/OqAnCSiEiahmqAkRBVi7lN6hhzJKYQNY9AgaUxz4DkXmdjd0RXBSRgALMPlxNBVdUQhwAlF3PLWUsuCk6EoPWqqkC75VRyUSSqzjIBEDPcjenR8exktXj58t3Ts6P77e4nLy4e9vv1fN7NF+3RSegWJVdmB6HGFTgjhloOqrkFhDX3h8vrh9urst+BFkUbdjs1pXbWLdbLkzOSRsvoWphkeXIel8dOjJWAJDcALFpvMM8ZkcDMmNycKAAgEGvfV9LcSzE3rmQnMph5nQRqzanYuDuGwCyWEiBXUQWxqBoRlVKoAtSIFLucBzL3QJXF+8AHZFedkInq+JhAJwAHEdFSHFjVsBpmmdBxHMZapxDRJv2Sm3kFwIspEDBiLiCG/NAnd//zTy/eXd3MupgtI0LKenu//eTJ+fLolJpOVQEdkQHJVNHZOFSyhZgAcOgP+7t3l1/9YXN1t9k+dE2z2+0Q3XLa9EMznwszIDbd7PT8rOkaAnnz7Vfz9XK1Om4WR2G24HYWmo44uhuWQszmBVVBCIkt90iEwAD2I+1FzhN8prkOIoTkrsSCBupOIQCADz0xA1N9lCgRkNwMmcF0YigA60xPgCgxl9HMqsoP0BCxaoGtTv4IRGTsE0c9YdMVBqNSNIaQcnLCnMdSiqk5oKIPORtABaxKMSSW/WFIqfz5T56ksb9/6J+eLW53h1988uT129vz1eLs7JiDIAATA0xQrakCEUqsqnyzvH3z/fb2/TD07nD87NnnF39/v9vcX70DV3fAd+/v727MqG2ah83N/e0DMx6fnCPRD19/tWi7drbsVmthatv5+Wc/XT66QGcgYmLNI+h0qIHZbSRiYIaiWDnLShYSAhCLuOZplmPkSVOEyGjgFXsyNaxMfJXSIJFETRncGEFVcx4qtWBa3Iq7Fc0IVUdcgSZHJKvHmxjNwKEm7tSvAwEMQYLoOKaxd8OcVYurluKaSwEALabq/ZDl+mE4P14uYvz6h6s2yMN2oECHYTwM48Unz5brdYgNc5xMbohAAbRg7CgEJMr9dvPu+9Tv3a1ky8Cq+WG/OXn2/OSzz8b9btxvV8+e7W8379++3d7diPBitWpm3X67c7Nmvrq6fxjf3wnJydHC3b/95qvT0+Pnn3y+evSsOTrWXBCcm87VII/EzNxAqZ4hReHahiOxaZkaWUT3CdqruCwwkRogIhOYAlhFBjk0rhlFTA21OBGgV30qwkSdmhsieXWswQdg3IwAEUUtAxCiqxUgQjMGNPdSCgmZFzP34pZdtWgqOuQ6Nhf3UgoiSSu8WC1/+8P7RnAe8bYvPzue3d3v16vF46fn7fpI2kU1krsZclRzgCAojLi7u7n+7nddRAAZ+v142G0fNn2fEGH2q18tT44o4OLoKMyWj3/ys0ef/nR3+/77L353uL87vnh0tFptN9vXby7HMa3W837MX3/3mhCPTlZvXr2+fvfu0598evT4+fLR89wf5qePgFjHgzQNFnR0UKuox8QBpP5HBA/UkR3MHcoEHtCkzPNSex50s0rUIJB5QUJL2d1qz2pmVlFkt/opEJGhAaAjgpODFwCo3mMWGIdKybnaBIWR59SbKhP3KTlYjalwMzWXEIgMiVxNTo5Wv351exhKu4yXm/HpcUtEY/bnT89nyzl3CwrRK39N5IgGSE3LMV5dvnr1219RPoxdR0zShOXJ6fmz51pKSVnHAmmIXWibtlmsJLZA1C5+ujo6uv3m9/vNdhhKEH78+OIPv/96C/7ikxd5zG9evrVSZp189eWX9+8vH51dfPynf7J6/HhzOYb5ksoY5cQDey7MAZg89YBkbuiATG5mWjg0XszBwYg5ADgQA5GVAmamGeBD4zT2tSi5OxCjU8lDybmKJJBIzd0ckFMaKuRvgMBCxKq50mQO4CxgasUAwNQAULNV6BsQmLHPmk3NlIjJsqkWVXc3N3lzs9kOWQTvDuWso2UjhyG3s27Rtsujk2517I7FSoidOyoKEIXY3l2+/v5v/kfUFNr48LA5Ol03XdMuj1B42SxCu0R04sCxKeOgJTeLVZwvHNGOjtvVcd7emvnld9+rl7vb24f7h83D5vHFSb99aAPuD0Mr0h/2293993/7t08tz7uO72NoZ23XkCtRcMhenEqqNR4QHQxQiWMZBw6BOHxgiBBKsVzbcwREK6UG+BGgmpaSf6SyAZg5FMs5DVjhEkQCdADNCRxYuGIB6I4sVkoN5bIqrKAKbUzMhKm52pgSoHvxPMEYkNLojqY2piy5lECYzTrho1ncDlkCX5zPH52fr84egSmFRlAQRRFNjZtZHsfD9eWj82O1ktM4m89CDGDedB2HjlwQIc5XbsYSYzc3NTDzkgGZmWcnj3S+AvPl2dO7V1+T+eX7t2qQi3388fPD4XDedq9+eHV2cdwuuziLty9/8NPj9cXjtN/mftnOBYENEFwr3+FmKAw8qR3BQXMGB2CeMFEH1+T1bdTZlUjHZGZp7N3B3UDNtCCAqhsQkYxjX3+1wk+uVlIquUhgd8/ZQEduAhCZFiR2ZFArqu6GTHkorsWLq5lW0sldrYxZkwKhmwMTy4efGURom8pxF86OFkeL5fJ4FbpWOAAASVO9nciCCNvrd+Nu65bWJ2uOKyeZLdaMiMLt/JgkgmpRDSIhiCMyA8ZY4dnqsKUgVrJTOP3ok/nR6vjZo3E4jP1Qcnnz7ffHq7XlPPa7NS8O4/Do6ZO7q6vFyTGg5DFLC4EAaoYlECBVnBSTOUCxAyG5VAoBgEHHof5foPoHFOqI56Y59f32PsZ5sTRubp2gHpe+P5Rx0NTvD4ecBiYMEjlIs1iOu/1OS9POEDHlZP0+xoaF3JTAVQuH4KbjMAAScTA7MFNKaohEsBuKIRF50SrHUSkGao7uYzYMsly2s2b25OnF6tEJoCMJoVT9GjGqwduvvthfv8n9fta1lnK7nCNS7nft8XlsWvci0nDbhlIQCUpBIke3nNCBghgTurkqIzihAXfLddPNi5XN3U3uD6vFDABOHp9/9Te/CrHpmhjm89lYxoeH7uTEEBSMzaq93olAFepcXmNRmMERgSZpCDiyuGbXqW8EAEfzUu5ff5uH3ZgGL7Df78A1tt1m8913377a3d9vtw/Zfd/3Z6vFer2cz2eLdRe72X572G53LEJBZvNu0bU9oIM1jYhEYSFid+AQI3DKIzaKaoilP4yIICHuhrGOHMw0HorU28oBu8jPTmfzbjZbdB9/9lxiJxxiNX4SAZKpjf3AZuePH7Xz2C1PRFpTjTGYJndomtYZwQwsE/qElReE0CKYu9o4oIRJeILgJXvJiOhWUHW9XuemrUi1mf2cud/tKp6+enR+uH7f5BVX5t0KTAiaoX8w9qJVkNwRweofgaDqKbkrqCNRLhkBEGV7e331w1daBgzN21fvUhoA+Pp2v9vuL29ut6lPWcFs1jUx5Lv99TCOyDgOOeWeGIchzWdt0zXHq/W8aVeLpmsjcVwdL9dnR+jkRBQJS0HkSv4Q4JBLLpmJxlwcQN3UXdQcAWPgR6umaUMQuThdzeetlhJjrMAhIDiyI8QmLj/9LAgVK6GdiQipmZt49OrBU6t8SwWywByQMaNPMVgI1Y+IpHlALZYSkCMSkxUvHKikgoAxxOMnT+ZDr2lM/TBbr9Khr52D5mKBqP5gRM4wybYAITZuAG5o7oRQHMxc1bValsxdcx4Fm4ert++/+fr42SNVMx2HnC/f397fPxj44CWbHa9XCCYib683Bi7k28M2ZyOhLkrbtP2Qr+927y7vheT4aHl8vFzPuquru+bN5cXFxcnxEU3UuGsxBDLAnDSVXF0/JWkxBUepkuDjNnQxlOJa8kcfPxXmECN4VVcFcrKiKBLQiRBDjB6ICdzBCnhxze6qWKYhCAkArbLB7gCZZVZ7lVIyElag1nMh4pJ714zCCIRgPAkANUYhaKyJ8/WJFovtggh1HDm25sUMGMgRgaWy/0YMZuCI7k7oRdGrXyxPPIODmiHy/vb63Ze/bSKXfri7u9vth+9eXanDmPP2MByvZhdHy82hH5OOSbsmSuB+6LumO1pEZnGwnJMqsggTtlGGId3c727uNgR0tJjd32yePj579OSRxOCO7mjmY8opZQcsRVVB62CgIADQCZ0smmHMDP7p08dn5ydEEphFBJGhToZEwII+ACC6ElbDm6pmNDVNoGqlqqCCowORm1sxZEYkL4lrqAOzq7qNXrK5fyCsqsuuwnCIFb3UIoGRA5ixyOr01BG5mwFj9UE4OFKt9VVoFCbNZ2VsEMEn3MDNDAzNNGcAuH75nY+9Ob76/p0Q3txtVV2YhmH4+cdP2yh3203HvFhEIlrN5/0whtP1etFk1UNf7reHnMc7341DEeIoIasJkrnvdvvN7jBftKqlaDk+O6l0ExIyMxId+kENSlFmAvdcshSz03W3HVLXhKaNT58+EuQxDcv1kYQ4BfsgOTOYio4MDNk+QI1mVki1aitLVgQiEQAyB9XExMDExO5gzFUPCODMYmUgYVV3KGrmVQACRlRpzlqxopkTOLM3s46kCbO5IwGzIDlijeZw/aDbRUcit4oPulUXi7t7QSQtBdxKSa4pNvH63c1sPlMr4P7J80d3d5u//Ds/W61W19c3Ly5Om7YZxzLv2lKylXnTBBJ+2O4CkZsOJbTz7rFmN5+3bVZXcDc4Xq92w7DfHV69v3MAJpgvFhUKL6ZqXszHlM28pWDgDi4X60U/JjBbLJtF2zx/cc5MGKKwIBLXXBImACRNlcthMCCyqs0D1ZzRVa2YZnRMydzdc9H+MO77YejLOICjOoS2rbIJjmHYHyTw8mQRZg3HUBlKB4NS0AFJmISAq324kgcSatUDR3RCd0BGKFYZgTp5ei4oAWgC/WGy27hrMTc3Hbf3qJlZQhfa1aLf7n72ydPZYvHso0eLrgXjk+P1/HRd5cVmzjE2bYMUJjjf9OHqfixD0zZpGK5ub2/evb+/2x7GnFSZuWtjy3wYxq9fX37/5vLF8yfPHp8Jf5Cm1vKqllW1mJmKIKWksyhs/vTR8WLZFLOWMITGgThEgEnpwFXpCGYATGw5W+oZwbWk4aCgmLOOo5qn/f7q9fub97duuDo7np+ehdWyWa6kW0mMOaX799fv3l7OZ+HNq/cAeT7nxXpxdHYWunbSRMNIJKEYSRAJXoMpwRyMYwsGyEQsNeQQAJ2cs1ejLJi6mRdFoEowmxbTosW1huEzNYv5CROxHK/XgQmD8HwWV2svFkJLwubm5hxaCYGEfhyV8zh269OcR9O8vbk7Q57H9vhkNw6Hfhjfvr/f7/ohjQ7oTruU/vDd66uHzcdPLoiIiIVpKh4G5m5g8nA4AEATiRiP1qv5YrHfH2I4cmeWiERAjI6YeoRE6FjVWEndAMzHsi8peymas2tO283LH9794Q/ftrE7f/zo7PHF4tEFL1bAUkxLGV9/+x0jDYfx/TieLObSBfDx6vJ2cXPAL18fna6fPH0cuhmSOicy1xygm5MhVaal9pyhCsQJSSBMpgGlTCgA6JpLHhBJ3aAU/1FcDa5lzH2PRPOTk5lOAfUkJE2HoeHQeQOIyEKEiBKIGQHMlAAdyRBAQtXnFbOjk5Oj9QqFUxrKOGw3+9U3335/eXN3v7vd7nf9MJ9FJur7dHV/fzxfVOWBqSNSMRu1qLkIgQScN4Qkz1680OIAGNpuwhaZHQhMwRWR0BXAwNVzUc2qxb04+HgY8tCDpV/+8nc3D3n95MWLF4+2u/7V7YPe7scx9Slf3dz2KX/x7ZtAVFI56HA0W56sF3HWPjtZrF6c5aH/4suX79/eP31+vjqKzbzzYKHtzFqiWFSDak2RhEm3W+314uDogIKANC1zAKxpKABWT4yplpxMRw4YMRIhCrNIjDNiBg7UTIwpcXUSEgJOrKNmTRkR3JRqWAGisDu455LGAYFKNkI8f3xOTVwvN/HyJgYpmg2MEA77oYw6b1uvGQCuYzEmytmlY1SHQHh6snhycbS7f3j05CIEYQmOBD6JLigEdkOdfKVElId+3GysGMUIBG/eXl2+vbreldnZ6Zevr79/dzOMw+Xdri/+/uZOzQeHza6fLZbPn3/yR3/2T/7Vf/Nf/e13X5yfLBez5vIyvnp/M5+1nxwv9yn/zW+++ezZ2SefPNEuhxAtD4qIIJQz6yQJwVgF5oZc5w1DIjO1kqtclaz24NlU1XLOQ0oD5MwiCFYTEblphSMySTuXblFp+mmCq07bCuepWS5VkaGT8L1UghEIkTAwJ+auiwAtd93R+clqMXv57vbuYXu/22ix0cvN/e5otVgvOyBMScE9JS9ahAnMCNSfPTklVEGIIdIUwxWIeKLCTYEMiAjAS3Yz5IAhuufDZnfYH759efP7H95L5F//j391tx0AlIUPY3Gks7OTf/KP/+Lly1eq+ulPf/bs+Yv/1f/6f/P/+ed//5/9F//Xzcsv/vjvfvrb31z+5s37kyb2++GT09myiy/fXIUoz1+cpV4jGXhGIGyX0nZWAgbEUoyJQSs969U2o8WLfoD7s42jlmyIOfXjfmNaQLObEgkTeo2WiS2HgBKRxcwoxMpTFhsnNsYci5kWByhmyMxEpSTQ5MUcjAFTOhAWAwPzfrPdHQ6zWfuTT58+bPvvX729vn0omk3t5m7bRqkKCnU3NUKQWRO3fZp13ScfvRjGFCKpFqn6ABYzBctoilAQq5nCkEVLr3m0PI6bfUqaM5yfrn94f/vl96/QvW2igiHC01n7s08//if/6X9y9pNf/Nt/+f9dLkI8Ort9d/1/+N/+7/76V3+4vLn6/GenMF+GWX/+rPmn/9E/ufnu6+3rbyPCycnq2+/frRftaYw6Jmnn+IFIMVe2KbgEHAAKUCBkm+gTBAJTL0PvaTSzYiWlXRlGz8ltBCBsCaSVtpPYUGwgCBJbThPlZRnAoCQdBzcDMC/FNCGKqnl20+IlgyXNiqq53+dSiLi4d10rjMtFWxwPh9GLnyzWuS/3+wcS1OJvbx4eHa8JKJcBHIq5EFHbyMXZ8cl6ntPQLWaI4ATSdODo6FSdh8CT3M5EcWTCwOwkbhGHZDIcmf3jf/CLf+/v/+L125uXb28Iwdy0pEC++f0Xq6PTrlv93/+L/+fps/PHHz/alttnL2affvbZk58/347GBC8++fjv/qO/kL/357/+l//N9rs/zAIvH53sH/YXT89qSeE4Y5Sqe/CSgQUA3NW0ADsA1YQz12Q6lkNv42Bu5sXyaP2oeSypJ1UOEZmlmUloSMQZvBQte0pD6nf9dgtq9W1lKxWDBEBkDs2MWdSdiNWUiMzUtYx9r6oSGpzWdxgRQrHqVn50tm4DzR7C1f1DKbo5HG4eNsuuQ8DiBRGlmC5mi/lqQYI1bUNzbpDQuU6llWOFKgIkJCFuWnAQ81Bye6pumlJ/2u8hF1N9/tnwR3f3+9u71Kf5fIYUr262X/3z/3pxcvZ3Pv9kC9q280cff7S7u1uvF6NR7of5vPuL//Dfb49PfNj/2X/wT97/7erhD3+7WHTrVdvvd9184W6uIzUNSahuU9CamMGIpKpVwOklgxfLWceDmjp4KUMedsNhr1asjLkfmvkqfjBrWjHPvaXD9v2r9999OzwMs+WxM7XzRVidSjsjkfu37zc3V13XpOH2h5fv1ovu7HTdtLFdzA0dADRbsUEtq+lh3wMyCo0GpsiCq3UXhGbL9vRoffewo5urw5hSycQECu4uy1l49Pi8a2SxWBz2+6ofDqFBQnQAMy8K4tUEO3kWfXIIESCHFgk5hNlilYdkWkLOi+Mj+/h5GbKE7u7mVjk+DjHOuouLszdXD9sh51z2t5ub601BPvSHjx5fHINvf/jW0oCWTz/+yfn67Ie/+u+6zk9Xa3AjU9cMSCRhEvNilSUzEEHRKnlHh3rrOoCZqufU7/vNwzj0loe8PwhytzrntgPwkhL4rr+9evO7L2+v71fPXhz/0c9Onr9AkYfrG1kc7XcHJrlOOnDTrk/fbt98cXn/Z8vwm29f2jgcLduLJ+dNnLkVxwQAeaxxSWY9OFIB4CD5MJSc28i4aBQ8u767uulTYkLmYJrlZz/9/PLd3cd/8lnf79yNuC51iojkltGUmKoxYnI3mjmyuzMRcgQktMKhUTNoyVSlbRHWqokADCkenZx9pMP9w83lu/Vyvlp/tH3YDMP2k6NP0zjGRvbbfRC++9t/tUUXIiga2uX69HS2Pp6tj3jWtbPOtAAzNw1wDUJUm+yY0UHrchEwszzmnDRn01zyoeScdrty2KX9ftwdUHj57GlzdkIiYGY6bi9ff/FvfzM7Pf/j/+h/uXryaHOz+f/983+N5DeXlw+HPpvvCjzc72ctd237zQ+v//zzJwkYmwaYfv/66svXt+fr+fOzZQjRkXJRQtBSAME5GpgHLtW7lLxrohvkcXxoYlYtmpkFSeSwOZSSZ+t2c7uZNQHms5rfWbt+RGN0BptUHpMO0FhCFbQ6sSPUpo0QamYRIHEIiFjyOFvN1LiZLeZn5xzj4dAfnR9vLl+VPJZ+BPST2Ww89ItVp7mU/kBRbNi8/8338/ns+tW+mT1fPXqU+4EkUrdgacAUqoK/BiJVM2VRKLmU3krRXEpJJY15v0u77TiOu8MBzBbLZVwfoYi7gvndq1e//9Vvnn762fOffPb+3bs//O7Xv//9699+d1OadpPg4pOfRPJf/dW/2u/vjxez/ZhyKUD+5v3NcdeZ+6OTNYB//fby3fXdRxen63WnZkyYh9EAuMnuOBSq8m8EKykzYWykmzVZbddnM3VzedhsH10cayqH+/3sbGGlBG7qtFy9E+AG5O7IgDVRuS4XAQAnIgeQoEU5BCqlYKlic5JQN4qgA5hS28X5AgBltnLLjeg4HHQsm8sraoZgWDZbsxyCNG0Xjterk2UUD03sVjPNKQhjnAMEt+oxqvQuVr4XipN7KaObmmopfUljGbWkMua0O+yHfoxRJDauBYEsj2m7ef/y7Wd/9HMg+Ot/8d++v9sflmfdH/+9/+w//4uvXl7/V/+P//Iv/+N/+k//6X/yf/4//p/+xT/7v2EDn336/Pr67ruru9c31rKsu7Dd7Y+OF4vV+s3V7f0P75+fLU+XTWBOKWVVGIcoIXStqSFQ00VEBHMmWs3acUgpN2POKCSO/vjitPTJzRBMcyYS5li9ieSAXOWObmDkCERACGaARCJWc5pQ3M2DsIfqVnBXL7n6AFgYwZ0dCEHBHJtuzhJyyAIGecyHPh0OjqVbLQiFm0hRRFiCeBlLNmpadxIUMIBSAB2ldSUgdQcrBbSo5jxmLdlK8lLyOPTDcBiGsU9Fc8NNCK0QQ85ect7vj45W3/z2y5vbw/zk4rO//Ifnf/Z3Tj/9PMYG+Xfdf/zvPT4KtL0+e/Lk45/+8fXr3y9OVyMQtd39u/cPw2BamOHVZnu2XK27bnfYfX/thzR/dNQexqTulGEP40y1WyyCiJtJDIfhEJi6EIKggZMwusnp0XLeNvtd3wmROQMDUhUBIBoKgbn9uFWBqCZRTkIBM3KoLjBwR6CqOAct4OqumkZCQmYncFPNxRzdHM0EHBniepH3SOQhIjI5ETpyDOCmKZX9lghY1o4NsoCrq7orIlXyALQ6W0m1lKLViGruY8pjHvs0pCGXpO7IsYEQCAk0EyIzXL27u7+xP/2Lf/+z//k/LrMFr47n65W57Pfjf/9Xvzo7/vZ/+G//zX/5//6vr6+v/uxPP52frm57K7v87KOPPv/k2de/++rdu3el6GZ392gZl3Mprjf7bOiLTnLOh2EEdzUkYmghYtCsQpTKqFoQqQroHEhOj5f9OGKx1awdDml1BBKbit9CINdcJyCED/73GlbHk7jVJ4E4AhOqeTWzsQCJpREcNA9exmqIdlP8YA+zkjxlVS3DgIgkCO5lHER4vNsjADfRzeToFGcn1K1YgpXsOmJlfSt3DPVFF9Xs4FpKjaJ2U3DPKWkpZpCzuXlNjmIOgL7f7K9fX/7P/sFfFNQ3f/2vlxdPtemG49Nw8gQLbG93cTY7+vn6f/Gf/qPU923bzU/XiW7fv/7lZz//7C//0T+8ODv76//+33zzw5vsdHnIu6Lrrll2erM3JCgpp6yBaUx5s9vPVRk6xqi5eLG6mq4uNQJXWc5n+36IhG6NMztOXkCsWUXCDgpOyDXnAKdAlBqibWxTjB5itbd5QWQr2YohUrM80zJYHjSNlkbTrDq6WsnJSkZHd6spPo7oKQmTA8bFUhYrZw7NLLRLCgEluiPAiMhuBY2gaYwYzdWTWzarybmUS7ZUag0kJDXPVhlwcCc30JLB9fj5kz9l0PywWF4got2+C6v1+HB789vftab/8I8+iqen+/s+v98dhoMvfH+z376+fXG0/PTZk5uXr+Bw+PTJozQe3t9u+uzbId/s8vlifHq+fvX+XgjbwEWLm6WsANCEmriIhGAOxAQ4ye+Eme9v7hazBtazSuISCxIBEQm5a5Vs+486AwAERowGH0xYVTzvCMjkankANyxmrpoGACSWsOwUAM01jzoOoSSt02zdS4hY/1AXMsPQdFS5Zaaa+YlIrr1bQSDkGrNHaFWQoqqpptRpGc2sgOWUhzFrmQx1bmYOacwlmIN7yd3x8ZM/f6wF1IJD08xmFXw7Ekr9MGwe5ssAx7O3OG7vN0XL7e39+igu29X73/56/7BxVSC6mHUh+9Vuv0slF7s9FH1//2jVHS1mggaAMVIb4qxtWLjG46kquk0G4+KEIHvFu832dNXlcQyzBkNbTS+I4ObESMATRjjZ0AGE0GuGrSNy5f2QCbQgBifwcV+paCvFEYwJtWANd5NGYgs2LbCo3SROIDs66CTCMGeOAFrDvkCza0EO4EAkFGamhsSuhdwQ0NQc3ErWcbRcihYr2XLBamtlKsMAZrmUGsgCDzvL3hydSDyi0Pk4cCNZ1SWiwh/9+Z+Clfub90Oko7OFML7HnHMh033qu+DOCIjztj2ehfNh9ubm4Xa3N0czHYd+S76eN00TA3PDERG1GEUmBCIq2ZihEdYi6iZvX10y0mI+Q8K2iW3bIQXAKS0G6hY6wppAVGEhBHAvaGxYnTnsNXkHCcCYWasdxN0NMJAbWhk9Zapken2mhNXgOIUWilhWDgGA3ArEAA6BBNghZ9NUgwtIIiK6lupoJECnAJCQEBQQsZScD/sa7qZgQCzCmrTa5JrZjAG5nbkshv2Qx3fdkYeFUYiEXOfnMJ/RYt7fXUNOx7OuW84B4Gi5Ui2aB3Aj0kYkl9KPadRSip2fLB522ylsyHIlcdCxC2E+C03DNMHLVKC0kdKARNiGkE0l9dui6fr24dNnZyHKB5MdoSuaMdcn7tWeWBcfgeMUlMVVlANOVAOVHNFKZmmMsiuDF1NFqPZVNVVuImiu6SEcIhDVB+fuIqFqGEDCB4G/QUow5QshSSCqoopC0uJk3eIpGKUGPoOZa86juqEIqEGZNujlsQdbAwdnkUXLtPThkA73mnYsLSKHxbqdLUpOKGF2enICRu4l7XQc2k6QsWjhgDqO4CXl0QB2+3672Z2cLkLzhNsm9b1nLaboPgwFwVddlEa4EQcDQ+qHYg5FgQqSRWQZ0yB1+4QBc+NAIMERi3oFrydzKP2Yezvts5lysMwBHUiI2JCrMZ7I0dkgAdakF2WtW3vAk2JNKJRgpjQhS4AEQIJgNVoJrEzeX1cHn2JNqG4sd+II7lZGMyUK4GC56vXHGk/TH3oFA0DTKSuzRpt4KTJfhsVSQiPNHBYr6PuSDqXfg1rpNznOZD4nFnPruhr3Nvcyjrt7M/WSVqcnUPJhtwnemRk3Yb6cMXGIrRG6eSplyCO6iYgZBKZqDNOcy5CCOMqIzG1s+mJDSgLmznQYkhouVkeTjYA8VlqDP4S71CwBq/F66iS19wcONYvFHTAIGBCh54JaMDiZlTyAVxMvAziSOribMwNzgBqjA87E8MFJ4abghm5V1oBMyGEivLQgouah7rgDBPVsH3YJEImmPI4JkUw1D8nNkUWgwpbVIQokUTiyCMVIzVLGfRn2Oo562I77q3F72ywXEhtnyuO2RotMa9/NmdiwzOZzLbmUhNAWVpHIEkikaWcp52E89PvBrIB4FceFGq1o7mOKIoxkZrkoEwmAFYXru+1Pnhu30erClinKduoghCPAdFhrHIRPftHJPIu1aE1CFZy2slEHmtmpwGB5qDZ2+OBsdq0la8q6QWacdmQYaHGrbB/RtGAS3Wyy2Dmo5unLrBSNqbnmPGgNUC9Fc4baF5gBYJAIbsIEBCSRECmKuZMqhCCzBSBxM4PFWg/btL3P20O2jbMTMYWg4K4F3DEX63utDmVA4th2kULg0HAIbmZFYwwIHRumnErJRXPJ2cVrEBQCppxVHRFEOKUsUA146mZOLEbsNYrQTETq8FL9PTCZgKa8tWrWnVpQnQJK3M2tANckE0cnJCGJzKJ5AATkYEWrsd3csIY9itRAb3NHd0G0wPXuR2FAcDVQVS2ErG7gnvMooakyL0S0uj3YzNXqqGwlY/16pkhuqiEQcbaUOGcWqLHupkBMbeuqYAZEMQQoWcdDOmxt7KE/qOsU96pGQZCZAkvTVdjRq88V3IsaSVElLE0TAA20jKronvs+uwGiFoXqYVafUivAPSBmL/u+r4Ifx+CIVDWXMH0l4IgkRDRBosQOWPe/AiAxVtUfIRoQVk2vaQ0oqUtLQ9NNyxoJPRUkmjLmANxcAn/INSYg4knwTJO/uQZ31iOEVB1CRROTOFptCQwrZcRhNsvFrJRSMtXGubo5iVI/9Jt7QAKfxfmy2rqr1ZJE3IyJWKJ7EVvJ+tTzoKkHcC/Jp6gmothJiGpWTZY1IsKtQGAvRcycqeiH8aMmOCPkPlUqDWp6QMquRoASiFwV6zxvKoCCwkA0qb1rdoNMSTKqwALIQEhM7o7EAF7dHqCVloWaGIXM4IruSEFd3YFYasYnBXGsa9QEoBLdgHUVMME0dtTsb6+ZkhP6MBkW3YFrwKRpyY5mZuCuKUPNL6tVzqeIuBADiUgMFMOw33LDgu7tHBjBnAg9q0Hd7YAUhChaTiG0MD8CS4DgxRDcVK2kmoDgViOZNefkJXv1UYO5Wg3MQzAW5kKqdUcEqWoueczF1BkpmZmZxMBZPWXtmobMODZA4BVJ4NrVecV96INb3AHQzLnWJQdAZCSDaWeU27SFeRoMDMCRxLTYtPaMkRmp+uOlrvSs0YsoBAiM7O6GhgCWHK1urs2uU6420VRY1LXKj93VQSscncfk7sKUwc3r2oUPLzsGDoyAbj4ctjEuOPKU1muKZkDo/y7Ypg7/DIjYMJgRFo6dg/q0B85LDdwgMU2eMmqpYftYDcVahKkS+wigqmqYijm4moGjAwgjIsOIcH5xPFvMC04JePQhr4KJvEKPyD96aOtSDAT8oPunmkpeg2wpsiNASkbwIVAsILGXETHUHBQiAUSvbefUUDFOi0wMwNHBikGpy5BMU6qbOgFqQ4BM4OiICgYkwbVmiAk4qao5sMQxjYYIKQsxt0AsDlKSZhwYMalKmUnXYQieHZHIXQ97d0QhBwcp6OB1pHBEIitpyvuqRlhArJuCpBnTWLdAgaOZ19ApU0V0Isx9rqvNWIJNQYpa5Xe4H/K8ldhW07Mb15ZfybzGEBBLhVQqfAZWfV9gPybLIEzNqBlOi2IUiKc9GaWgm4MhsmlBqYt+gZCIoeIbdVlOHbzNzEsBg1KU0MDAzLC6fyYrdjArU2qtV4k0kTERM8usm5WSh+FAjASUtaSUwXG5mokQAVlW5cJSzBGDa0rMTk0DAJ4VTMGKleRmmPOU/qrmbiyCU8aLYg3XV/dcpSuZkNSy5qyuULQMiQBVtWgJTWjUyqEvKVnJXsXSbuQoiFjUuxB0LDqOYb12UyBydxCsVuNafCd570R/1yg3mEJ1jIhQwUEETAGJjAwLlNqYAoTgYwIkiZ1ZNk0MUyRi/WbJCZJDG70UTcU1T5FzAO5eZe6qkwyLAF0zIKhqbbdYoqkiIUcWpijcI5Rc1ErO2c2K5lwMD31YzaUREQZ3QtaSyMzB0UMFHDm2VQvkZq7ZverelQhNCwASkWv25ERkRQHdSwY1AkpqjgBF6+7tMQ3oAOpDHgF8HFIaU06ZagQpgLrLYj67349ufujTOAzd0iqmUcW7NOVZ1VioD9MB1/wKAay5U4SIBlDHJXd2q+vH2cnAASNazsDBc3IvzGKq7qa5TE+4FGQIs6WPpaRRi7qXOmnXC3kKhiGACWQuCFhKwur2rPndgMIx60E1I3hATAhFteRccg4h5Fy4FAcIEoXjFIDmhgRWsu+3VJcP11RQCYIMmq2+A9PasIG75kIc3LKmoe6FAlMELKUwUclTAKE6kKNn9WKuXk8POkptnACqq5ZCG4cxufuYcjV3MdK0hFcLENmU+4lT+CrVCQB9So2EDyWo2vhhGhdECAVRJpe6KiASkuVchr2bWUmWkg8HH/ZeMkoDRJZTjc7Curl2WqsADsXdmESkI67d8AQQVZW0uU4tE4DEyMwNc2CZkqvAx7FsNptSLA+9WqqLaJC4+hJIAjhYynrYeclQFFQtj26AEjnESTPN8gGBRwBgDhM0w+xYk+Kzp2y5ILGmklO2GgpsrlnNHMBTqj0C1ygE6RqpPSAgIgmoIxrWOL2K6qEgkU+gDVJNCJtWZuBkCIPJFDmRNoSu2d1QmIpbSsRYsmIeERTdMBd3NRtBEwByuyBpPFuNKWGq80G1YpNaqT1oNb+DEyIjmoRgWoi5MvRJe3NFADQIbWemfugJkYmYuBTth3x3/cAssQtttybiIM3UzguZGZKZKkFxQAyCSG7mxZGcOECdAwBxCmgk0JpdY25QxyAvhYhS37sCCXsGcxhSyqn0Y0pjqRuuihZTzVoEWcC8jaERAXAJrSG5lrr30ev3BT5F66AjkfmUGQxuQPYhdwEQwLUAh0o+IjM4/DjwmRqqqhYEUytQMtgAlgBcmhnFrsYBAAqRAdTwdazZkVQQXYEEiQnQDYSjA5Y81HjKXAYwC01TxkhO6prTWM26kBIgRhJnRoS+P7x/Y2YWQlwePwFAIkEmlsaKgZnErsK3nrNXYgrAVbGaVNyBydWm81YDZuvIpYqAxFF9MPOUcsmlOgY15WFMuQanFDNVN0NAQXJ3cSAD1BrU6BqYERlca82vb9gm3BnBAZiqDwW5ZgmC16bfvA4IDlY1tFNMQMk2jlbU8lBKBk2g2crgZWACaTuPLVCtxeSEBPwhwVVr0w8OVp3ZbhgaADdTckAqCOwUOQjCoP0BAURYWJK7ATBLG6OVkt1FhIkAcBiHd6/fkkDTLYN0FBogMQAicVegwCT1ibsbAteIRUdANWAERALWnGtrXh28DujkVgzQragraCnVhlRPICIRFpwC2iFlTSVVJ5D0qsm0RQf3NPYdVy2sEdVMIsEPtGN95/XinbSBOAE2U5SQG1axeCmgWqO9bEyWkuWUDxs39TIiqqWDp4xdAI4cO0BXVQQgrrMTIoCXiuo4BEYXBwMJECKGFksy31e1MEzpfV6GA7ijUAixmc1xHMYxMVEMda8blFK62bxteNwf3n7/drk8bts1UpiaDkBi4SBmziI6pupORAZQR0BHs5Kn1MSqmqp7mODDRpZ64mokPoIjlFysOACVkqxYTjqmks1g2nQPwkKqmjRn992+7/c7c5ui2h2I2GkK6XN3ILS6VQIA0K3qG0w/BKh9UIyWbKpWw0JS1nH0oqXfeR48j1BSfrjV/c69cLfgxRGREAVkdi2oGcGqBXWiLEvVgmvVxXjJ6EpEKIwhUBMBsUoxkEWajkTMlGqcOTghBCYWRvRADO4s1LRx2Pcvv/hic/VdGXeoBVQpMDJZLkQEatK1FNraOEw9Bgacoj7+Jyu9mazij+pa1EohIiJx8JKLG6iqq7lmVSWkGotdIX5GNDdJOe8HXc7o1dXDJ5sHhoqFlhqsVhFExCmqHOr6yonLVdOJljErk3vMVc2xZnCmZMNgmst48DK6Zi3J+n3uexJqV0cyO2KJKBGYARxKlSYyTB1tPVHmpYADIXkBolKNpTCOtSEAVTctJXkprkVTAYeSMwAEYUuQi86amEdkEUABRwIMTNeX18vZd113TCAkjReiKBwjAIB8AGiZTI2FPGciVopmuSoCLWcHR9DaAwICMqIRIKEQJAIktVRyqXMvuJs7CWuCXAq4qTsBSohNn4BZNin/m7/58rM/+QdVOjkddUczQ6mpYOROUN9g1eOTVasMTAW/ZsWoFas/qHku6QAlm2sZex2GMu7BjdtZXJ+E2QwpAAswE0cjyTfvbL8HK2UcVA0lcNvGxQqRcjEoiUnYGzPTPII7ZtaiYFbSWHI/9pth2A/jWGrysCoixiAsZJmCCDikcTDTwPFufLi5vTp/uAyzda2o04JtIpHGvBqaCd0AgGNwc6IIRatik4U0ZyTCutRAmLwuTi5WtC6Tc7ehpJRyUVP3XMo4Jpxis2wiYgFoyHqz3Z+cHf2zv/ryH/2HV3/nxedQ0zGnjSgVbKgRd+qAwGRW0AGAp9CwOi8WR1OsS5F0NM1eRs/Jylj6wcYhH7amKS6XzclZ6Loav4ciQAwizGKrk/T+MG7uD29f7W/vhj5LZAjtyUcfHz1/QU0HaBMIQYjmJY+VKhgPuzz226urMY1qkDXlPLoaugsTOHRtdICcamSZKUHJebc/PNzcrNZbWbeuDkyeC4q4CKEjsZmFGMGq2MWEOSkyc/3CACpA7hM4pO5F6yziQBO0iwQAY84+dSZuaojkgOqKjpJzYaTL+9181ewH3exViJJPix+9Ro961ScqWh1rastIH2T6NcvcUK3eV6CjafJS7P/f1JstS5Jl53lr2u4eEWfKqTK7qqurJzRAoMURAAlRhJlMuqAomh6ApqeQ6XmkF5DpTiaTSImCCKIpSGADIIFusAf0VENWZeYZIsLd916TLrafksrqovKiqs6JcN97Df///XUJW+z0EKez6lLP5/FyNz27Hi6uZDigTL1pJEDQFpnEZffiqwwA85mFLjOR8O6T1598/9/Wd58/+/avl+tnYD2OgPpaw62Z1nU5Lw8P5/PiYYCZbuBemJyKsCBGqGMglKi1pvm6Lmq6zuv87q49f8fjnknSoh8jaAGC0KncG2dkm8czFbeKACxDhru1Pg9OT4hkBBExU8gt4IQII7MUVrW+2VDfAO2AGL08S4J35/phzWcX03w+h7dOXQ4AIsyEgKAAZP4yoAex12kRPWXNHSIxIhEjLKJZq9CarXNb7uM86/qwns+yP+xevT9evxh3l9gTN3qUfASAIyEVZBn51VeHq4t6+wVClv3li1+r8+fvPCNMdTlSmfpK0EIBwMOrrst8rstJdTkdl9dv7t68u8PMq8vdixc3z55ds0jh4tVhmW2pGX46n1fzJ6Vk5jKfZTnT7gLCIBWT0B1Ytt0c9jwCdGaAxEgidPPeoBNi9lThiD4VwS+XuZgI4KYR4W7WLLyzkLtzKhAxEsUjEzAB353qy+uRwHs4UDqBPMrUwYHZIxgNWXrqKQBB59IRQiRGpzyu7mbrEqpejzaffV51OZ7v78p+vPrqq93Tl7I7kEi/7KHPmbpiL31LWxuFxheyv9Lju6iV5eLwckIRb7quZ0dzCAKMMAfXda7Hu/l0/OVPP/7hX/7k9Zu7h2X+9N0JIX/ro5d2eqX396++8pKLeICqWYu5Lbf3D/uhXF3sh2kAiPRTQskUiEhogUmWmI4ALGWbR3W/UA807POrzG0MA/AIq0B7FBJY007CzvB08IzqHplEzMSEXSYSspzXZjGyvDuebwSFMSISfEt1hcwIYY7c8r8YNlZsD/tLzPSgfrpFC9M0D1Vvc5uXdj7W49t6Osk4XH/40XjzXhn3hQfckqMImSEirWeexRYyHwmQOI1CN77MeW5Yxs7sHkQ8o61n7wu89HY6Lg/Hj3/yyz/+v/59XevVbrrZjze73bm1737rqx9+8JKYhDAjrXmm357uX7+7HcfhxbPri2l3dTiUaQQK15MAJQONE0bLyEQhLulOLIkO0cK3nCsK+HJfGJGxRfxwqAJ0NlWwcF3WyPD0/ssyc2vmFp4OmASUxDKNxdOLCCfMi27/j9zCcfrOuxebABDplIRIW9hIz7rOzNDMDFfXautqbdZl1YeH+eHd8nBfily8//7uyatxfyNSgEoyAwBFJsRW53btqkd/4WFD1A28w+AhLQCREvoznKZWq7VqbvPDw/2bu9Pdw8snV9M0ikhb12eXramNhYdxGKcCmad5ub073x2Pbx6OT6/37798/vTp1X53ONxcY4EtZDeXaMFIyUwsEBHoSBnaILTXSBie5mHWgS6egRCYvmUGJPRt16bRTodEz+yqeXdnpi5zggAHSyQpQuZBBUlkqXVZ120f28cxhFsyUW7EBUcnT8TcMhrDe3CDmaU1V/VQbbMeT+vx7XK6pYEvPni5f+/VuL+UcdeHp/AIuwHELdOHEB5jG/o8tZcZSEIlgrZEGkDB4ITUeVlPc9Oqa9WlXl3up3FElIjIPGB4erDku7d3x/MCkGUUQ7i42D1/8eT66dX11cUwTqXsUESkdB8qMhNhRkPeQSZApLdtAAOYZr0f7J8vpseXGcUJadF/HUwEM7CIsG3+GRAeCYGMrsFIq3tiErKqSlUTos65vl/rUlfo5FiARzl0N+cHJAKTmwFtO7P+KUKku6drqFqdrZ71fDw/vLl7+7mI3Lz36ur9r42Haxy764YwA7cgbYdIoJ63hAkJTI8vFvSpNDEDAbKjuecanDQOYrvpCUAp8HAEzCfl2WHeRbpZSCkJ4JatLXpe727vZT+8/ODlMA6llIwQKchSSiEWQCFgooLYc2k4sZOeEMIAC/QKMAK8nyWOhJhBHSkakRlu2jM1It2iB2FBj0GMyC+TrHu8SEaaKyIwcacay/35hAjnVS8vkoja0tx7W0sZmRj9uugKp67Lyv53KABmzy8z91rTVq3H5e7+/O7N29efHe+P3/rur99849d2l0+7kgAj0x1kAEjAeMzWiS7s6aaDx2s/wZ3GgkQ9SqYDUUDVvXU+HQ+8u9gNEwET2I1azYhENG2uumgOh3L58qbsJyISKj0zsr9bxEzIAMhUsr92iRHmFtTHdjEibwrVvo/sWwrwR0NDbtCx7HKwHi0U3Z6FnpkRzBjZ7Yu9OwpE4EcxVWREgMytjQPfzapqSKTzEp31t+3cAXq86WNuF20SrW5PRPMWEbZWbWedH9rD3fGLz99+/NnFk6sPf+vXr7/y4XBxFV1wHoE9Y3wzyTz+9Th1ReTHoBhC6NFHEO5EjIAOAM7YIyOoyK7QYCZU8JLHISJ2aeGmWnM9tdZwBjwgYXHzfCSbITFy6eAHgA50DgqEACzcQSSZlokAY/TxZwe091hDdwvvXb9nuj9+Mx6w0b1BtWEEIZp7B+qySDTNTCbsCNtOCkKAai67IpJACPPSIPGzuzs1HYchMzKZH6VnkFteSueIo/cpkUdE1DVs9eWsDw8Pn33y8c9/+ewrL7/2t//u9OQ5FcHIBMvuLEOGR3oeECRwD6jrspFe0vUGs2eJw5bClpEGphnJ0w7KCMO+C2QiE1gQOXWBNMDQNse8K3Up4857ra2tCxUREIGBpINLQ0R6gG2Ar4qI4zR9uffPcGSCsJ6XidH5Z9uXkeE9DaUr0PrG0dytR1B0o1pAbHPl9J4EGOR9q4yIgNqFWQOxCBVGVRehT9+8m0/L9PwCEBI8HBi6dZsf6x4ASOqPrSeEu2no6utST7dvX79+9urlN3/7d8rV0w2csV0WAAkglBHgnYrR36S+TyLA7ELHzX6s4erUdYnWMMPqmm3NIskFkBIwRYiYZEAELCVTIQO5BAhzJZq1zdBjs8zSfQt68ooA3p/rMMRuIOFANcIyjkASmZmNg4gEmPqS3aHnhXu4RX8PNoGEe1jncYWFR1RX3w6oIBGdtX9dmN2E6A6BidYMMKVajCJCbdWYCj08zKe7u2fPn6UTMEJGomzzh8cQrt4G99Ture5yz3Rdl/315Ud/+28NV88AKbW6mYvIOHZ/VEZg79gAHv/rgcTwmBOJj/DDCCVB2PKjAFwRmDJiXZK9j1xymGAY+oVBRQA4LdADkUGEh527expCcAHPBEB37wy6cIe2Ro/6QgDC8NSWQFAGCgiKXok4MgVEYGREqKdv9WhfAXtrvRNI84gIt85od/d+zoYHb2Fn+Ii1QETQcM8QRgnIq/34xVHnVon5NK+vP3/7je/8mrtxUldnokf0pdWjhW+bInQ+LhEPBYVlGJ6+em+8foqE9fhFOx+ny6fCl31PRkgRGBGYPQR3K22xawAAwTtEI9OBt3RqBOLEEiBEI/CAXtFV1xUsMDmbOS6EZIWgECREa+6eqtE3Hxk0jIxExPYYDxnpfQYV7gbAmMCoBKSBpbAZJgRjeoMUJOk/ZWSCe/++I8LNMgzCwT3d1NS7Tdw93T3CIqwvL7eUmg3gqB6I7N6IkJElE17eXL6+X04VhGAJffPmc++5aN2KgYQ9cgIwI5Coz197pFkwDru9riFDGfYjD1Mpgy0nW25dTevKuyu3QFAPpyTuMXeeYGsiSRl8qeDelxiZiYl9TBRuxAUz0g3KAOOIvONOBCol0BwQaUtzDjNUIaaw8Fa91YjAbbkTyQLpxD1ZvU8PMsy6VM0hR2IGjkirKiREDGGYETz1qUs3oyWiR0B4hLspeGSC9yU7pLmZtxa2ceoAALfo217oR2RAEmA1DAchYiaZ1zqOu4vDuD+vvVR4+/admg7djdUfdZaNPo6bsLqjITOAhhEiKIay39MwYRnduzfUrFaUOe/eIUuZ9oSFUCwDuWQkuGKklhHcsZd7PYHTnXno3ZoldBUUD2MuQkS2rj1Iyt2SgmBEoYyGZlkXZwIANMUAcMDs8YaOiaq2qUW0IVAkmDuLmPsGjvGtoa0IyIyZBF6As8sPYFs2uhukRzciRGSYhZlHZKhbsx7L4IAdRpNIXRoFGZkIzIKeCMldNhshjPz69vT06vLNu2PLOEzl9evb+fjA19cefYoSiRnb0d8BQkTdvodESIHBZUw3GXewYcy1DCOX0QPbw8M4jNGaJjIUXxuyYABCgIcwo0iapSuE07DDTEWUQRIQQKiUwEhXQIlgDU9MZk7NaLPZQ7qntbTm5jAKoPiWrhjpAZMkZ1oDs46zZEI1IyR394hSSkBUXdiwSMGB2rpCetldMCJi5XRiiU4ryUBEUwcIAujjKDfLbgpMd/dQezxdcyvrMreQpnzMsvWKCMziZoJM9w/rk+urp5fTUj0ifvX5Z2+/eHNz89TNmUv2VrD7KRJ7BLyFE7KQABEEoIwgrYxjgAMkIo+Xz2A8hOfdf/jr7/2L703T9OLFy1H4chwwHTA5OAkRs0yDcPGMNONh6I1Yc2dhHAYoE8joRWTaB0ifXZsHOunDrPMS5onQCwE/zsiCLAlgdbXQcthDIYfgYQBf+pPrapoJRB5BGehdbYnkDrUS4el0vHwKfHkRmQSxZfFEYM8gTE9Id7fwMAu3cHUzbarmCICZPSgvISODSBI6xDGQEB3crRBHekTKWldzO9Y6TSODJuJ5Xj7++LNvfPvXsOvjog9/gUgy7Ms4b8Dsdjti0ehTccAkGgYeRmSGMrnmzftf/fTNH/zxn/3JBy+ft9qGwn/7Wx9+5WY/MA7DcLi4CBcfJpIpMfR0TtMM6DIb3k1l2pfLq4yhNQUqUoqtFYDcFAPB1Vs1UxYJd18XFFlq43FKzAw3OycgFWmDE2UPEAWAtS6IOAwTABhEz1YED0UQlvCYzw9y2PXNcLgjQOTjM+7qGekZYR4W0d8lNzXIsAjabk4iEVSLiMeBEgDgWf3jd6sQqdvcQABRPT9/+/D06kJ93U/jQ+Tt29va1lFGt0gwpq2UIpbMgAQm6e+UxRZnDFiI0KtK2UW3VCIVRn7y5D/7L//Tn338+tzyo1df+8Xrz/75D3/2z/7Zf3V5NXzw9a/5/VkGKVdT2V9jEFSLtYYZAlpTXbTdvcvTqUwjEDELrMKJ4QpqHu7HJVUzrcUKiLVqZm2qWNUTM5MKJRGw1B4sM1GE4UBRLQiJLQOYxSAYszUrZWBOHiQS63Iul6WP2iLSo/vuvWuG++Gjpm7Wu7DeGAAAFHKL7FMHwm1n1b1FCJ/drz/4dGHukHeUIowIH7857gtbxDSWm6vLX/7qV+fbd/LshVktOEDhPgwGxM6FjD7RJ6HuIusCSRn6jd1tob3CRMZX3/rqP/79v/sH//ovOPG73/jwzz/51fS1b37jt//O4fq6ffFFO95df/s7UEo+HOHuXS4zMvPuwoxtrnF8FzrHurSHO739PM5raCSRjKMtVecVIMzbau7ZYa2YkKfTCTAJhUnKOKwR59rKWPJMZloKRSgWAiIoNCIjY92A694zi9NtPT3sDodSRgxO7J4+zwykjAR3jcxQ92YJkRlcGIHJIwgIWdzXViOCBCnJa8+lgNe3c1/pJoJDylSkXxBvH07PL3cPp+X5k8v727u7zz6/fvrMI0pXIUUgYgrkthuyBMrN1gvY43mkdH45cdlkcQTEPFw//e5//Lvr7fkHP/70BCUS7k4zjYekMjx/lSIwHpAKXGDMM5jT1UUSYY5l3Dsp8RXudgf39voTffPJ8snP+foDXU7Y3g0XZTmu6zo/3M/NTDGQaFXTjIv9hMjEBTBaU6vNm8g4zmrmmhk80NJ8mCabYrgc+siLGM0as0CRti6tLtPuSig7nCCzbrwN77m0bma9KEfqGBYI4o4eqV92D4BqDpAGOTc9zSrUjSgJANI8IHEaZG2+25W3d0vcH79yffGrL24/CBekjAwNGrn3SrCxHBAh0zQKUzcPMBAXDCNEEoGk1JbuQIJM05Nn3/mNr1+X3et5+ZNf/vLnf/2zf6Cu7mMZxqcvAEBk9PAYJ9xf5NUlIVNTOJ/BdrQ/ZBFAnJ6/2LW/Mf7oT/nmK61VtrnND/V0vJzPV/cP5y/u59PDdHPTP+Dl/jgfZ08PtQxHDEKYT6fVjJnUorY8LZXp+OzJIfMAImUqyUBEEU24DDjFugBh9olpGhgBUVi/8b1p6ykS3SkBEY9TI++NgEcIS20d4s6Y+Gauq/nmmgJKSCHA2owREXBZ9eKwX7VV97uHd6f5fDFdKBmTuDoTIAMEJGFkUmJ0kxEKACAwDTtOB6DsX0kZEK3PzcvF5dVHX4/z+uHlBw9g3/vf/9V//k/+i49+8zeXeR6EIVNthcwQpnHHZU885RCmNS+v8uoGyh4yYjllOL//ba9Vbi7CL+nJk53IoOvwcH/5cDx//EueLuhiHxh1Xtrd6eHN/VyrZqV5Pt4v57Wuy7q6Z6YgXOwmGvHuVufzsjscLq+mNrBcDDQMXAphmjUAgCIIgD2t3Rr04OIMJCJmV3tMpSYkJCCATEHMR51aQmaYm2e+e1CPZO6zsQAAIYTqDgmTgLvtxpGoVLe3X9zOx3UnOy9rwMhBwNAjkSCiH2GZ6e4sPWIDqQziw8ay6tWGCEYkghccnj67+OAry5u3//g/+b3nz9/7n/77/+6//m//m8unL7CrwNwgE8qEZSIqvdVOGaAMOF4RF0B0YmB0i3J53VrF4VL2+wDAVmN3j+Xt0AyJ8OKCRegZ88U7Y3n66pVcXd5++rO/+N4fv71VNVtCv/jizlYFwOuL3QfPrq4vJq/m83x5sZt4B4WHi0tMhdaQpSfpBlVixAQ3y8yekdrLUtjwGkxEjtE1YZ6dZuiPgDFcLd7eL4QQj7OhBJCR+2hws6A8zMuTq8si/Obd3aeffPz0yU2vsYgpIsH9y0oOsM9GIzpDDAGHAaIX8gjZl9Pa3z4SgUnK8yd+XiP89//R79782b/7+E/+iK+uX37z19/76FvNFImzjMAlkREhI3KYiBiJ+9YySaLsUpb1/laevleun4WtmWBUBFnPC04XNI3Ti1dZSjud2/EsT24uPvh6mfbDWH78Z3+ZfP/q1z9c6vLLN+8ePH706e3Xr/ar6pPLyx3cf+urT957ciBvV89upqsrXxceD7w7EJUI64bRvkdx26xLEJGEmz0FkIkhwBDdXFU77DOjG1VzXtp5bUjU658+eCdzIESCJMBSeK42L/Vmv8v0n//ir1XXiN6/QUS4OQQgEcuAQH1z6emJicyZgGW3OQb6mHFz7jkxDYcLOVxMT58O0+hr/Zvf/s6L2T75w+/d/eJnQChlwIQwx77KiC5/laTSPTmZXTAsKSXGcbh+AUCd7EHIxIO7NbPhxfty9QJ4DIDalmff/u6Tr/5aEJVhMrdyMT7/8P0A5P0OkD+8uviNVy8ux4N7DDI8e/Ls2csnz7/x0eXTl6MMhbnsL3nYURmQ2C1dLcLNVNWgC5gRATEJiYiYHxPns1b1CHM3DyKpZujw+t2sFl8a7bgbXJmYCSGhCKZjJKgZERz2u9e/fHP35pbf35VopMDMIgMCQmzr4gDwDAKkDEQhkiAC7AVDpsXmZ3IHyDIOeTjgU4+7Y85LEE9Ev/tbvzV//vrhL75fAT752U+/9jv/aDxchlt3C6u5jANApidiN5lCEsvNCyBOrX1Ovq23mKevfMhXz80dkSMTp/3TD789n08QsZweZOSrZ88Q+PM37+ra5rl+9ebyencNEPsJ/qO/8dG3f+3ru69cjjeXMuyRsJRxuHzSbUzp4ObuZqpWW3h4960QCpHlY0grAGDYat1MHo4JtLZmbovZp7czbcnGyP09SJSeuNU8JynMjIjjOJgHEa6mP/zRT//+8+cVgZiZ5FGs0O2vvV6OZAbanFaYgSybvFz6lJ8SFDxQBtnt/LwYU0ZwKUQF3KZm87/5f9Y0rPPy/NXli5cdhWV9B9ePuui4oUjXABAuaq3ropQQA8ODhv3h6YuqjuAA6AHl8tlpPrf5nGFtOZmHq7377NNf/uLz4+3xSujZWBj0vec33/nWV9//xstyKCicJDhOmc67Kyo7QOrTZnOLCGvq7qrqkb3RiOwZC7BJxnsCa7ipm1tGNg8Q+fj1/d1Su7mi9KYKAAGkmfP/d2aQexLAOIiZNfc///c//J3f/jtR2HRhQGYBRBba1DuAFEiAmQEoCQDEGdEvpESEvofa0pUBCmMpctibuZkX5EzismcZd5A3u8v1r350d1rGjz6SmydVVyC5+uCbdTlDJkT0RbRpMEWQdmwrOuTmvMq2VjWD9DBTi7Lbz/Pi65zr/XL7xS9+/DMLysVvnL75wVeeTbt9GQ6H8f2PXj1//wnvEASTgDZvPdK4Jy5I5NXCzd3aumprbqHuasrMxN2q/ghu2HQSXlV7FGtVM/dj059/cfR83Ph18CoAEgggRscNEGTEKFsJc9jv3hzrD3/285/8+Ke/9Vu/6dpCRg/FpMzEwgmQ0V3DkPDlsox6ZjqjIEASQyYNY7oDZBAO15ct3ZaFDgdkydOSnjLuYz2R+sW4889e62efrUL3t7dz+jf+yT8tL15GJg4DggQCprYGJUdPT4+u3WvLObMd7295mNxUCG8/+flf/umf/cN/8k8znE5v//Rf/OHnP3n9jfdfXU+Hb37tQoSFaLcbL18+ubjaE0WCAQ8sI/GAgTweRCYAclW36m0Na7qcVauGQ4a7IVFfLRPJ45Awzcysf/rgbs00ws/HenusSOiejF+abBIyJdzMkxER0TIIiZiEKRKq2f2i3//+v/uNb34EtNcwsiAKFNqwlUQZGpDcBdn46OYNCDcgfpQxJyaFO5LQyOX6MsxjVq0KtRUWGpiGyzyeM1wOB6pVmr53uGp1Pf7P/0u5utJUenalLIvq+f7+/b/12/DiJRI70eZ9e3j9V3/wfzz78JvDk2cxn7Oe/+X/8D/+1Z//h3x7+/d//+99+pd/pZ+cf/87fwM3s1cE0rTfXV4fxt3k4SlJUmgckAckAS5YJuQCAOlqtdp60vm0LmszVbXMwE53YUYiIOxFX0aauamrtqbm5m6uDj97fV/NO22J+kYREyCJUACxOV5PIoyRmQi7gaciHpCA01j+5Ac//ls/+sl3/+Z313mRwxBRHhft/eTZAB3hhlJ4w7coeOLQAUwIbum+jceFaBjHq6saD5kBw5DNojaYCl4/iVWTEkbGvaCuI/A4gJ0Wymivf1qPD8e724r59vM3XAqP4/jkKY9DmL/7yc/uv//n9cmPDpdXoW0+nb/tw9/7vX+Amj//X/+ondePXjyLxBpbFTKN03S9ix06WpkKjgPsJpxG6KEhiMTSj1Bv1ZbZ66pr1dZqq13kz+OAW9wPIqRHumdT1bV6n5m612YJ8MXd6RdvH2JTO22SUnh0VEsRaRZMNBXUwMgYhBHAzDNjKHRu9i//6N9+89e/OR4uV1tlELECxF2f0VkcHskAjBvCiYjCbEskzASL7CSPAAwEYtpNo2lQBlDPpMq54fVBnl1Dx+cQhi6wr6lG7QLMy+7yyeX52XtfSSKYDusXr/P+Dt8dw92q7gz+7nd+0xAc090qFLqEQFT3k8cK8LCuIqVp47EEUwpgAU+jUcrNxOMOEzD7qgkebVjhulit7mZtXefz2uqyrMIk41BkYCLiXsN3Q+52OS+ttojV7NRWdfyrT941j01E02cGiJaARJkg5hGQ56a7cY8tKKmZT/tJY+m6tf1u+Otfffbnf/YXv/N7v6va3Fu4gJfeusG2HHBAyYQemwrEABZm3Nk2TAic4RmWhIkCgrTvv3ONUXIxUMi2JjEOE+0OYJrrUnZ7xQV3B3TP89kgSUZm5punAsSQqUuYT0NZz4s3I7PEIGYbzMPP87KamdpienueL6ZhGkZ1p4lpVxKT98Q7ISqEyGUAoNhsVgCZrs2amjZd5+W8rLXW1iIiGUUKEYnwBtUADkT1ZrWutVZz9TxVBaaP3x4/fjcTYz5yBJhgW9L3I8gyMKlT1oUSwffjGBFEBAiDFEQGwj/8N9//9je+/vz9V21dRWRwDgiS7dzv+JPc+E0E5ECcAWG5rS/RETCRM7uUnrDs8cARCcsKwkCRqgkzEeo6Q2bW2sLgy7khMh+ubF5wHBCRnzyToeibz/J8ymkiwKAFG2Vb67oCc13WpdWHZa2qp1qF2YXgMKJb2RUckPYi+zIcrmgaUbpZqnRyU5ir1exRKFrn4/3pfKqmYSFMLEKIhOgeBAhEGd5qbUtta61rVcvOcT+v+u9/9jq65jQiMpk3emTXiTARCSEkCEEzn8ZxHISZMdMj1Bwflwanqv/b//k9W9u8rnWt4YmBGVsYS2YgQKf/QAdWEW7+ngjYhnNEItT1oJmBmGXgiwPvB5QIAa1ma7XTMeuaats0IqLePbTbu/pw39bFwXk/2boSMwiBDMRF59o3JunZqh2P54e748Px/LBWBzBII5RpKPt9VcsidCh8WbJgGXcsA8vA4y4zQ5u1ato8+66lrW1Zl1OrdV7rfF7Dg0WkDL3g2C5hRG1N12qrz8uiquCxrhXTf/yrN1/cr8TYBXXQsxW7BrzfH5ACXZdJRATNdRwHYUKA0BAWYZLC5rHfT//3n//wmx998Hv/8Hdbq8KnEfdIpa/fwg2BMAjDiMfAR715h2DBZopNABAiTd/aiBKAkChMSQuJaQ2vFcy7Lj3MkLhn8AJkRJIUbTVag/Q8hh7PsTYeGAst5zNmhqu2lpHAzCDmlkVEBJiRYNwNu5sL3jEJDxOP055pKGXsN5Q1xYwYJDzTm9dFVefzPJ/Pda4QQQNTYWYuUogp+zXRtK51reuyrE39VHVeVsv45O3yg0/vWRg3ATsipjASYrcLMAMjSYQxASFMhR6WFgHEmBmIQQAOORGax9Xl4eF4+uf/6o9vnjz5jd/4ZtVVhpEdExiYEsBDGUaICPYEAGb0L8UB2KdSXWkFAuwcHkGQzDjtsxQZDn66G2rLyHbbsHo4uZqpcpF+sVuYrS1ak0F8bV4bINA4hJlrBcB5PqsalBKU82nVyMAcdkWQaCjjbpCReRJAGKfxcHHBJMTSKTAR7rUhA2daVYBsdVlPp/P96XQ8W2s8DJAwlFFK6VEHXRlrZuu61qrL2pbqa/WqetL6/V98sWoyZQJ20hpjj/7YSiFBJAgh6hwyGIYCiyIkMyFSYFpoeAqhUhLwV9578dlnX/zp93/46sXzy6c3hZehjDgOiIBE0HETzkTaNewdrw6eUBASgJAQu4kBMjoBp2sggAqU5KvrqEuup+GAhpGRJAgRus7qUOeVCIb9rtU2TVPYNmjENG01IjSiaqils1QwYMKk3f4AJWS3yyKZIBNRoVJ43I3EVMaJhcO7/8paW0gKqgec0t1Ul/N8vL9bamVmJBwGISIukhEY4WZNbT3OutS61HNti2rTVtV+9Mu7z+8W2RTHSIjqLkiQiYQdsdTNjpIeGV2dH61pKaMQIuRalYmEKcJ3o0zDEG4Xh90wymmpY9NKZ0KkTljMRETzJlzSetLlRu+BzcmWyAC+/bE/PpSbagYZAzhhxMPIwwTjkm2GqjovWCQfGiYMpaSFh2a2dVEwcFVTxc5fMdOMuamby0XZTxOWQBrlYgomEHaATEcGIZz2ex4nGafpcHDTcO2YuZ71QO5uq0Xqcrr9/LPjw7EMpYwFmcsw8DZrQW2qtam207l5jWWp5tpqDfPP7pZ/9/O33dCeuQnXEYAQRTrtK3pHtBOSPhViwjQjQiIqxLEFIOPFYW9WBypVlYhFpGktYynDOJ+OzCRlACQqlJlpTqhbffsoqosECoAtJnPzdyAQDWMfJGDhjIT+LwGhjMkDjfvctXJQ1iY3SycuRG2+VIgB3GxVaIG+WXhiQQ7fjQMJy+UuGHd4EYw4yLI2BHJwCyxSdgPLWGAYaBh8s1qku2kzNUdM8FTTutbzw+3xeELosF8Q6WKfre9UrdaszYvqelra3LSqm/tJ9Qe/eLuql8IAEBndWCFATJjQEydhZDoMjJAiwogoTMIFcUVCJiRCJo7MIqwaQxkC4epiV5dlkMLEVIR2h4fTzGXcUUkPIEJMtxWFIHmTUHRdPHQXDOfGn1X0gNJFXdlbhyTq1jXAgq6AQCJACFJ4d8EREOGtpmsnj46ZYWtGuqm7wtpQSiInIbJEuHmuy+zhVMKayVBGngiBGWmYxt1+ox5FuJq5mdm61mm/93BrdT3e3r+7dYth6kAhYSnMBABupq2ZqVY9zXWZ1zBzq3VttdUf/PL1p7dnYYLYjvsuY8COmCFKz1HwUBggI0EG5C8JfKWfBUzhvqiZBxOZGTAKwTTwzdVhQ08glv3OzU4PR4HC08hFgNjNUlegztuFxyPokf5mmkzY4cdmwIQAsDn1GAAIPTwdApEynFhE0NW76iXJAbEcrjaFc0RksFl4HQAitgght5aqkE7IGjoOhyIaaSzMxKWUcZqYJTIIMYDVs9baqmqzwzUv59M6L/e3D+fTPI7jNnYhRtoG4la1mZ6PJ110Pi/NbW3r6bxY4E+/uP3xpw/4aO9mANs8iV04ggRQE0ZC9SgFI1IsEiAJYGktAXajQIR6OCQxh2cp434oN5eHq6uL+TTr2qw2BESg/eX1cn97Ot8e6IroEAmUgOFhFSiJePN2wWaw2bwxiCTd278VBwCbRqPzcAkxo2fFYWhFpsJsqjQIJGd6JEA4ERNxOJCQuyNFJ+VkJiGRBAqXLH3EMAxDkUJcxnHqVigiNrPMMFNtNi/LtJuateVc68M8n2c1m6aRRToAHxPUGnp6s7rWh/O6zCu4L7Wd12aJv3h3+2c/v9WkREd45Mx0Yw5mYK9KEAECUhAhQRjFPCxjP0gCVLNnAyOietSmSOQWSFykjAMPhbX52qpg9l0AQshuatpwPrMMSAFcIDFNQ2iDSUgHbCIioWC69QIJhcC6PQDTE7E7NhIgkAuaBiRlAqK7EaIgmtaM6KDUhI5tQRZx0/4fgQ4wN2VBDCAWYk5TBhp3AxfOSCpISB0V597qWlVtOc88iOym893JzU7HY9OGjCwduZ/hGoFu1lZtVeu6tFZX9VSvixLQw2n9tz9+s7bOQAHsPNkEBOzVB9E2ue/Mt/2AhYkFRB0YSQQBgDKz4xEBM0HVLQLSmUktVZUIHVOEM7sCkqkIj0M9nWQ+7Q9XmRnqSdBReZEE5iBItEG3kDGjp1YDCoU6JCYVJAbGjVYQkSRf3uTclwqRoBWgI6mDpAASRCQl9UQzIiwlM0rhgFCrwti/1wQYhgEZNt9rJmWqh62rVV2Xqmr7w87XVs/LeZ7XdQHAYSw92zwz1WompqU2bdrmZWmtZeDDfGam41y/9x9+9e6sF/vSWvRzt7sQuuMaEgqDMHb5eiFGhHGg02rS3BB7p4C8tVRZW7OmEa7mTGgWanZ5sRvGUmsbxmlLeumKLCm4m+blhETTtDcAkZKmnQsfmeHexYrZVe6ZPYmWmIi7//URB9vlFMRIghlhhlw6NSTceDpAeCKkd9tsJPz/QJkkCVhKeniaExOUhEwmYUYuDIBJmEih5s3MTKuuy1LbWobB1trWel7W43ntKgdhAUyAaKsTYZib2tpaW3WpWjXOywoEd+f6vR/86le3yxbbCNn98ogQCKUvbqlbHEEAjKkwDYUigwllKv2ZSAJyD0Z0t2oOmeYuDJgEFnVe3b0UnqYhw91NuGACEQqJlB2YtrYQZBn37r4ZTwsj7wAgIph5W0Mg98YtM5MFKbv5vBvCNuU1oJsRckcYAACVXQ9QhoxOLO5NDWFBwtTOmaWwdLfMFOYe+EpEWytKSNAtLuGRbZm1qqlnZPPmqqo2z1XVhXMah4xMBwvFII+cl+pNl3lu6rOatsDI41r/9Q8+/vnbc2Hu5UU3YiRAV2xmANI2CcUEEeLIw8QegYmFsdNjsxCpWmeimbtFivC6nKdRWNgzWrMicj6vl5eHHrPdIWaUwCxAMhK61qUtQMIiGYzJwd4RW+EexMS0eUUSUErCpi/rUT79Se5bZYhA6AAW7/+c/bsD2kTICLjleSZ0ZSQCuGFfprCkWWBSGRAScstR66Q9a7XP2lTVTK01JF6aLnNtqrDppjIi+vKLkdbWWmvrvLjlUk09EPOL4/KHP/j4k/uZmTCh0NYmfIli6Ie+MFdzIRwFESgwBHH2mEbRcIFMShiFALalokVmgkU0d1SUIg/ndRhH03h3f3z58vkwjuYKTkWGXqIlEmYwESGv61zGSVh6/jlY5TL1lwCkB1XGIy4C+3YIEVFwo1gAMUO4p2NmoDsA9vsSSZAp0qHvW906s6g3UgnhrpDdTpgkQth56IlM3d4MbuHhTb3V9LAwc/NIr0tdW601IdxdqGQkMNR1JuZFTVutZ43MuZlFqLWffPLu3/z0zdpCiDMjIJgE+sff305AhE3GRoREOAqtLQah5j72uTCQRMTIMIpkbncj4eYEC0CHbGa7yGlgN13P84snVxFBAIycHt0ZQSMzTmEKE0pGXc4xFESANYklYyCRfgWQPP5UfYwaDhCdR0+PnNgOJAxC8q7xoa2KZkqPvh5IIoiOtowezLEJpYijtUwkLiy88QUSItO0YYY39whT1dbq2lrTpTarS11bq8aMwggRmN3F521VdautuUYCqfu8Lj/4xZvv/+JOEwZBi4yNMrIJtXJTycPW9iMwQmGMhN3A+cjgKkwAKUVEiDLdHTpqrjUN1bDwcEKOiAhnAje7P62XV5cdPZFmKMIkhATeIQPomTLtElLnBwbMQGElbMldXOiQ0m/M3qZn12b0A3OzVnUMVRJgEPE4pSlm0DBuhwMWIAY3JEmw9IhwIoKAwEjIzhJhFiLuo6fogYnREzDM3SK8rmutzZrWea11MQ0C+LJrMeu5WNZUVW1d28DDsq6fPdx98vbuBx/PFbJ0UWJvJQmFsVl45GMD2mmjQIhCODKO0j1HKIxCIQUBQQCSEcIjC0khgvRM/fLBsSQmVV2W+u54nluFJAIMsxARHDrlFt26gyXTI7Psr5Cknt4JUOGJiiAToiRoEiE9glKJE3oZFI9fA0FmH0723yHdMhwe56gZvbyjJAY0YsqEjIZI2VHO7shdpyN9Xx4OAZ2lh17N3Vpba1uba62taVtXrdV7Vw4eiQgcqo6JGm2plgqA/Onx7ovbu+OyHmvf/MUj5GObexUi3YxIuYn4N2djCqMICfPabCzECMw8CFOmzFURoQiWImrhqskIhItqR8cAsFkrw9DUCuHFxR6LIKCUERHdt/cAkYiolJ15A8hxf4lhdXk4J5AwMwcREKU23o47QhYEzEf8wTYo3aRwlm7QM7YQESk2BRoDR0QQsefjlpso3TOCoDviqUiBnt/m7mkbidajtcWsmtlSdZnXVtuy1ta0Y/+3ITmTqhNCep5NI0Kbf3p7925+sMyhsJ/88THfJp4AIIQeAB0rnhtQBh//KASMAJ2BRVj69yFcm4lZj3IjDzcz6oTOyGXtjxUs1a92hSRP5+M0lP3Uo0fMtSJMZRgJuxNd+iqbEQAZicaLJw5Qzw9EQkwyUVhKEADksEVlbZ57JISeBxXZqZRpkBHq2/fhmwymU+IRCDGIKKgTvqW75hKSiUkEUbh7Jiw6nyTM9VRNfV5mXdY613W2umpdWg/0c3UiGAqFuYcTkZq36rfzw/3p3NSFGMIh4WHRFgEIBASYguiJwkgMYIA9w6hj9bf7GKZCfQdGANPAzLgrUginAgIJAxMTtV7DYa5rnYbRvb+RMBWaBkHzt7cPVxe7oXC4d848IgF12x6HBzMzSzKBZwQQl8P1C/CcTw/CcuCCJTNlw+KzYEZ2HBokdOh0WLplt3dqzXAAAtq6AWR5VOKmmwImEGOHTiOJlExI0G33k6jWzFtCmqnOdZnn2s7z8bTMa13bstS6th7RHZFMnJ1slQCEp7Xe3Z8e5pOFJwILgkNhri1XA8QewpJEFACAMDAipPa3oD8tEEFImCNTIWLOXoMXFiQoRdJt6Aw8RBqKZKJ7I4SmNgyjRzJBtRCGhCAgXf3p5W4cJCCFigy76EULMTFFT13tVjJmdOt75qvnL07v6Phwx1LG6UIHhCAyALDOR8/+ykZAYrhn5EYkgX4reroBUgJjWh8sRjikP1bA0EkrCJJaMwI4HD3BAzQzTNVbW+fTeXlY9Dwv67LqulS1tvlLw5g2PWhEQsT5tH5+f7fUxkwjSwvXSEJ0yKV5tR7V81gxIiTkIChIzbSrHjKzk/bHkXueXwHeDXwYeVdEmAbGRPYAWdVGIcqszcYihOQObpaYPdtLPQhBmLTZ8yfXyMKllHGAzQESIgUgSaQr5dMNEagIEIN7Al4+e4EAD7evr55kgT1DBjMFCsOXezJgysBugMjwCOslUfRDlgQ6Vavvt1OhQ5U3WBWmW7oCAJJA33pDQKTWxdRtPtfl1LTVc61N19qqqrmptq6m7OoyQVxrO53m07o0997bEiFGdHqtR8zm1TvzEAFxLNQsOXE3DlU9PLgwWPQp+0A4FZmr7QqWoWf/4jQKYxRKDRAmMYsnFyMirK09u7zuq6fTWgkyOtKp8FSKqdVanz1/xjKqR7/iECDNAxrSSEKweXFKZhBxIqb03T5dvniVX+R8fDP5FcINFGHk9K4awswkHhIedV5dep/pmRuwnR2BkCWJtxojs4MlEBA7SleGdIfQTjKKDJ+rVa9tqefjeV7qolq91mVZqq5N3ZgQIClpFGqmp1NdWm3WEmEQhi+RSQgE6BmCtCpYJFMXwwITdnQrE1brINcUpJYxEOwGmZt6xG4YJkEkEpGdSGEHBAssImLhh90IBKMwEy2teVjGsGpe7Ya3Z5sEmfk8r+e2Prm5hETGTGvBKGXoG/3u8OIyRmuACUyQQCzp8Zg2QRdPXuh6mo93bra7uEkpgSkiAIgs4S0BwD0hYoMFJ3pPR6DtM28VGTt+CqlkQmSHYwQSddKee3aemzXV81zXs1qrzeppXls7LmurFq12jopFFGHEvD/Nzc3dc6PEJROZe1OXwp2QHhFqflqjN++bx4i2/oUFNAIAHRAwGWA/laqWmUzskERAQhe7gphM5JnDUBhQGHIsombEIIVPcyPEziYSIkYkxNa0Ih+G8enTg0VI38ITRSYnyDT0ENyEpGEMrYiQaomJ23IIkAiJhukCgNrpYb79XHYHkSFKYSbQCkTbdrdDf6NzmwFFHBE9wgPc0wIRMbnrGDwiM91aN6l5egKatqxNa53Pp6pnrVaXWmtb6rkuzVqDDEAYB44A09ZaM3MmNoDIACDh7oumYcCuaq3mBKTuzSMACmJvy0cmpxgKecLaes53IkAhsshmMRUujOYpgzDjbiAhYJaIuNkN51OVgXkSOi8hREMp53UhpGpWCFuEMAvzXK2Q7XbT5fX15jpijkxQHYYRLTYsozUeJhqnjrTL9E5TZipAkMQQUHaHMo7rw11ry7ocy7grwwQRwkJMwPSYrBcIYG4U3llLRIxEnRSD2UsX7UMIt4ZSzBQSoq/L57O1tta1zVVbO9Z5WU/r+ewb3RMIIELXZbXw3shCJiEgcV919kiTRPLNSYFpAf4Iynjc9QrCfmAICOttegCiCLmFegDAVDghhXkairBcjIOrRsZuP4xleIhVkMDdIV2YMrPWdSxQ1XeF1+aZm56iuV5dXQ3CERZlyJ4kQJSRWWBLMwryunAZEQkLJ6Rbw0xPp0DIQCFGCsfdzbM0X8536/FujodhNxRiKUPfBrEM3ZyU7pbWf18pEubhQSwQHYrtmW5WMzLd3Qw8oq3zfDS1ttb5eG5rhcy61vP5vIUvMqKHtqamESFEidAiO/tTIyCTiTPdErfkBejUaNBwdyBEz9wz9yEvIExCmAAJRRgiCEARKEGIxpFrM8i8GsdRmBAMYD/Kk5uL29vTYTfKJOhhTePyMJ1rq6qDDGpeWE6zMVFV2/HQ1D642Y+7ybOXIolbPtfMdMFStp4gNLQRMRADS5F9hGbPvOh7tkwSCQQacD8WGfbalnp6aPWECFKKTHtttWMuECkimAsAWFM3JSZrzbTmVgRZukFSeHNTa4vXdZlnraGm83IMC9Nsdeksl8Bsa3W3HjYJSN1YgQAWCZjMIoTV3MPHUppbdJs7YkJUT90svV35B6WQewBDYlDfPCBaV3oRJCEDesRhksNuJ0jpdRK+OQxCkRFrbTINU1MNiMJ0niv1rWViEVotrvZj04hdCObLF8+Fhkgm4h4EKb3UB8zIBONSiMfuUMMMJEZGQnZT6NaQHpUEwTQAIstIIAd5ps9UT/fr7bvz6T5OZxYu08TSY6tJc4UIeNxypFtGaq3ZMZ8W5trtc+m+1rbOs61ttRYACKS2RLR0P9fWObbuDoiQYe6IxEwkyUiEYLYZr4UYof/4AAAWhG4WELntvMYCCjSKAFlj6Kmb3rkqmb22Y0BAmAa52A1DKUyIauPAl/vdVi8WEWY0z8KUCfPaEPtP0g33OZbhOC8Dc2Q8udqbGQJ2La+bDt1EiLitIqxhmUgIioQZaAsAIpLdIUwhI7dA5kJSMiMDpOwCfCgD3Twdrq73az3eflHv383395hdTZTQK14CBHCPngBiqt6lgdaQOQCjmautS0PGxWpvGs7zw3k+u4WrIVGXCG60o0xmZOo0beQCCRieiMCjZIK6bwjtDrwEaJaEBOkJMAhDal+xi0AkClECaERCdj7twExEgiDMIpjmjjDup8vL6d39uTbHAAHASdgjiPhUrTBaeBE8VUfEseRdtEGuBP3F1QGpSCmd+Mksvd6PcBFBojALbMhMUrgMGU6Y4U6A0vcBUqDPvbZxIQYEdj4bIBEPF+XJYR8vXrXzQ324b6eH5Xy206JWwbZM9uicPLOIiAgWCrdOZTNzAnQLj9qWel7WZVk3axQCAnTmD4s0c2QuhH0pxwMKU1hg9x0iVO17NyTAhGBGaL30zB4VoJ7CXAp145HDJnv+cocKiVSAMNWcJfejLJYXu/1UBDLmqoToGUKEnoEIatYTZ5vFNJb72oqwZbonIO53u+ury4CQ7TTBCCchyCRKb1XKiEyYkY6JjkWIMd2IBSDdkwggEJipd7hACInEAYCUghJmkUlQaGQZyv7mqa2zLosts7embT7e3pkZIIbpjjAiOkg5dVm0eXNaobb1vC7HecXIjNztpuy5XX3e0ZsqwDKAsHimEErngycERxlE1ZoHMw4o6uHNezyRZ3e5bPtzTNgPdLkjdcyA5lAImiUmRiaW7n2H7gC42Y+FCPcFIaepiJSlGlGsqTIQJkBhPNdzZiJC89wLqvtuHKs6Epn5s2fvDbvJI4MQIApxhyVQZnhHywWmJACERgRwH5GW7iNMNwTIjRCaWxTwl6nQ0RUoyJsxMYA4w2W3l2HKwyHTIP35174aEdqq66K6pHkkRF31TKWV82nBTA+cxoLUFbt9qUuZPW09kbFnowsNhGDmZRREJMKe7ZIGzFwSiDsq3IgQgd2974GFEKM/9XkYZL8b2mpLVTVgxgDoM9K+nxBi9ySkqQgLMyNkFMFV9Wq3W1a9GEcByIF5ELydgwB7RIRZLprXF+W4tEGII957fjOUHj8KCNhaJQKAEZEzg5g7uQIAkGnTS0f0JizdiQmCoJuMfZPEImK/8oj5UcQIiAi8KZDDDdKTMFM6DTDchJloj0RQwHT1foKvDYArzkSY5xkAgFPZRUg1IqKgmDkS9YjWjHS3IsKFkLAvDOgxqZ0JI/PhtPZBW4CbW4ctF0EwyExh2o18s98/xFJri4ShMK1q0EHpSUIEqBa7kYdh7IzTUogZawtisqYXVxf/L2AGdRU5obvCAAAAAElFTkSuQmCC",
            "text/plain": [
              "<PIL.Image.Image image mode=RGB size=128x176>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Found a face at the bounding box, Left: 3408.988525390625, Top: 1115.6810302734375, Right: 3969.9716796875, Bottom: 1778.73779296875\n"
          ]
        },
        {
          "data": {
            "image/png": 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",
            "text/plain": [
              "<PIL.Image.Image image mode=RGB size=128x151>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Found a face at the bounding box, Left: 3151.56494140625, Top: 324.6169128417969, Right: 3682.420166015625, Bottom: 998.4337158203125\n"
          ]
        },
        {
          "data": {
            "image/png": 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iAAO6m4e6KwVYODGFB7gToWnAKZYiEwEGuYEDIDqCh0OAmRIFE05T6fpOC+Qk0ud0rKp6sVoexzLbvOxle5wRkRhIUCTndzdviGGR0sWmP9y/Hfr87//s324W+c3XX3//k8e7w3R9d1ytFz/86OGnn3x4+eRJf3bOyyV2PUtO3YAk0dpZaJivRgSKIDO2u08ciMgIRERMkhCQORMJABAS4vtjQSAkJGRO2H5GxAjzsEAAt9Y9NzAOT8EemEUkETYwLwCAiZk5TnBeAIJwIpIAYBYmJk6YBuQu3N0NAVv34KrtZSJkRGpFVcSpR2w1lZuDuxARopmCOwGAGxNBIDF1fWfm/SJHFuwkLRNgHI9jZk4siOjWAhfK/d2bJPDl51/sd7sffPwcUIH87YvXwrjK9ORcvn17++a7/XoxfP/Z2fNnj8+ff7I8O5fFQhZrQoEIN20FHxJBOCCKZDcHb+EHAxABkAkBHSCCAAPa10IgtLYAiCncAIDgFENOl9wtKAEHmLa8QhAACGDRgH0iiEBAAnJwYjbzAEdkwnDTE/yBxIQe3t4aPAW2YMnu9r7oJCaxcKBAd3WPALdAgED0CAAnRIfTi0QQqeFOp8tjzIgkiDZbYRROJJmW6zzvZzz61cUGmGZz3E0pcwTIeJwWi/NhuUoEjLa9fXtx1r179erT733GjPvj+OLVdjmkDx+tP/zoydXH31ueX0gW7hcsuT24UCMSTNkJMQjMIRRJAAkQQZ0IW+g5ZTzClnLfd1uttoBTPgCCU8qFEyxKiB7gHkjAFA7AFF4xEJFOd9Q9IlCIDACQmd2x/Y5aW8DkHgDOyAEQ6P9/acPgfUt8OhoC9JaEAtTe/4xECFYNPej0xQicwJ0oAAAtEAlAXS0ghCgAhz4TwRyBXSSm1brfjnMWBoDWA8mzT35AnBZdtzvux5s30/71zYEp4bPHV7/94jfbWR392cOzxw/Pnn748ersQRoW0rXmFoIF1YgFWIAFAQKDoH0uAGEM8CQQAEinT+ERbtTaTnBEQvcAaE+8laaACO3xYXs6/79DCkSggHCMQEIHxIiGH51SfZIwD3cidEKwaHgPREQYAnnUgCASc23/KgDAI8jj1A7iCUSNQEJkonB3DPAG07b3OaKdnUEgI1mYuQIiA0PCqoZIpgoYKSXoIYDObF3Uc8oJcdUxihxLpfVms93fvb5+Oyy6+bDNaDodPvzwQ53H16/evnh5//Ty4mqzevrh87MHj/JyhX0G7oAlkDAQIiClSAmJAQncIgJJWu8D4QSInIj49LpAECEAOgIBgre6EKk1zMyIgkHY6teAhsoFYpAgnSaV4AZIQPL+P3VoOflUUJ3CNnmgt9LVw4Nafub2Lp4w2Qg/XW5kQmgxsGUjD22THaQ2gPgbzAkQgBrOBKeCjgOGlBHQ3E4RlRAIXQMBZEhOMaz6/X4ahiURbVbdohMiprvrdy+++bLWUg83Ij7t9su+Wy4Xh3H64qsXHv7RswePHz969OwTGpY0ZEpC3QCpaxHGgZASU4rwcD1ddjy9Xu29DlOIBnl5u22nGw2AAIgNwAFsgTXcXQECIlpmDmhwmrd6B4lBEnAKZEABIhQmZHCPgHAPDwQ4TbnBIxzC29N2cAJChAjH9lcQ4I7tz8y8gSWIgXhqwgGA2h1BRAo8pR2MaFVXADRMovXTItzGEqZGAARRpwrhKUvKcr7pYd6jOxDnIROa3N29TcQKOB7uNuuM68Vms94fd69e3xym+vf/4HefXK4/+P73FhcPKCeRDjkFSUSw9BgBQiT51N8gY0oNu2+RJILQAhAaqNKKeGy3B/g0J0cID3r/7kME4glK+JtsCQSoDkynjvr07QKswulxBjGFWjtUYDa38IDwFv3CAyDAtSEIARjugAheT4UStoFZRCAExik9tIEnARh4y+SAAI4QSGaVkM1reCtqjAAJ0AFSSqWaqrbP7uYiBNGajLnrpIYFwnrRy363++6rrxf9MIMtlr3Oea427vevX719/OjBh8+eDIlXlxvMxP2ALEACQMQEyADBWcLUW99DwZig4YcBAU6nDxlwen9b6U4BcQqidHqg7fYCBEKDRL09/1Z+tEBOgQ6tpAJ0CzdAwnaPG4WCTl0aEBKQmQIyE0WEhyNSABGSI0QYIgZCtHYbwtzjdBucEFpYe5+NGmxI4U6A3qZHBE7UQA5DEMLqoFrB29vqREBtDlLgMM5dnzWUmKrFCQoEZELav3xztTk3081yKRRhejyOX/72ZVH7O//g7wTC+cOrbliTdCg9pAFJWDrkHqjh7HB6OVt2DGu1OLqTWbvREdFgeohT/YYe0bKuG0Sc8tvpxru7BgQSRnj7MwIAIicMpPZlDVk64XQYCIB+OrD2C4mIiZgCAhGJKMABGKJFeIz3uaH97BCtBgNC8tZfoUAAMoLHCcdqUCtieETAqdEjZqRo+Yao0VvAQc3cwiyG5UKY52muWiVz7jMQ5i4joFvQk0+/vxyGcJ1VXZWId7c36vbRj34nd0Ne9ourB8iCkikPwBkoh3TICRvzoPWhEMAJENEV3cED32dCAEA6gaAnpNMVwrGFe7OwdiqnjwdqGIEB3nCHVl4DYAB6oDuot+8QYaAKbu9r2FMfGBHgrZ8CMG9/4u4IRKc64P3PdspCLapLBCCQR8sjZrW4R1i01zRa7gLEAAt3NwsHAAunBnaEn0ASJEYcuk5YCMHd+j6xcPsfUycpsQhlwj4x3e12L1+9/vY3v+2yIIUzX9/crderx08eE8Xq8swBERP3a+QeAJEzobTEBIABEW4A3krDaL85XZTTrUESJCEA9PAw9GjlT7tXrYpvd8sgPKydDLifahVoqdWjvSXtnNyhVAAHpkBBysipTVoaNtSOo301Eb0/xNNFsDh1IA2LbfcZT0OkQIdwRwJEgmil0d9cnyCgRljCaAPrcHdEZBIAJEYiMmidT4CHlQoARDQssplZrUAYiIDOhHL34utyrLvDaLUKLr/88pVJ9+T5R1l6Tpz7gbmnYQXSASJiQs6BjKfPYowMBA6Bp2KD26n8DXMEHKJWYmnjFAIMCDBr4Sga7hMYeOoCgCXcETBMgwhAgQkAwE+RB07wGwEyEgExtAASECJ4iniIBKbWML6Gvnk0NPQ0QQsEQKDTxfEGiBCEW/saxCBAdwgCDgwmd+QIdK0tAHpD9MPNnU8Ae4tXLsRzrYjIQuYhLOM8mzkzEZOqESAiWDitzzY85ONxt79+HcTH2VdnT1BkuVn3i81idZUWy9aQAAGmLiQFRDRcxO2UOd2x0QjfT5EQiYjAT7fRG7LeCpJ2NqfiLuBUvyO0rIIIRICIkhC5wb+NSxEIYSW8tqdPqUOWhiMBnF7+VjEhUAAS8WkCFxB4qnMJW3fdyh6MoEAEYkB083j/AhFSoLv9zXCUADFOE9O/KTrJAcwdwsz0PZiIqqamAMDcph3BBElE1RKxaeScCKFP2cKpaHl7c13LPI/z/v7+8vGjYdkvlgMi9n3f9av2OCIAICEliEBiRAgrp5kteLv+4IFxGhmeBugNXGtDAm819Ik1EuDQeBFtJkPtKRACYcMwEJEEgMNPIT6wxT1CIhQJJiQBRHQHJOD0Pt2mCAgnNQN3BG5Fjb2/AYDU5nUNzENgcAzz9yNPPF2OU8eAgBSnqpUaUbVVqF4LQnC7QBgB5lbDnU69G5hZRLBwmUuEEUBCWHQpC2O4miYWevPq5ZIiM339+nZ7HD/5+EmJmhhdqwjX+cDSIQkEYOrCHdyRCFzp1IKcQINTRiDCaO94G6K2oIEY7X5jw8BaFGm9brgjEaKAg4efuELAeBrcEjG374ABkHrqBuT0N/P3AAxiJA5mYIFAa88RkTgFsAM2ekUA+en6tlIY3dQ9XM3cvA2lPVzV49TSAVFANA5W6xYdpfU8jgBMEW3STQAc5uEWpmZaizIzMQGiu3fDIktqgxAEUHMRISJ3o7t3b9BGET4WfbMtCNEjd6lnqGhKAIRhdUZGCEOwU7vfYkUUb/EECZHxlKje57+/qRrcAMAR0B0bIZSYUOA9JBAArQw9VZaEp1wS0cCJAII2XpauJWFscfyEMmEgEDGwBDGEIxMwYU7U94TkbupOlJgyQAOb0M3UXd2rmyM5UgAG0nsuMJMkAG4XCBreBicUPLBhr5xyAiIWiZbTPNy9tdOlzO6ek7iDhxOfXgtH7zoR4Zy7AKKpFGIQhAi7ub4bFmfLYRGuzIEUKBIY3PBLmzECEcAUT+9wq50jwt3qqTgBiHBwaDyIlg6AGZGBJOg0kgzCAAKg969Dq68BWr5p+YuEkAGQJQPzqav6m9IjAikBtLNHdAiPIARiTD2mBEjIHMSAiSQFtIcvgBIkwAmBA05INQIBJZSMnIFTBAZSIANnJI4AFLHWXwC+x3sgzKhxnACRJYQ555xTN/QsolWnaRYhLQUBcxKPyEkS0dB1LNJxosUwlFkBea6VTM2s74UJfJ4xrBURLJlSAjf3AhARGlEAHIEQ+D2k/J7AAIaOSBQNDW78AaTWrEK0JEwQFAAREOZeSxtxwKk/CiRGYOJ0Og8IOv0GqWFwwI1i3oqnQDiFCSBEQRYkQeCwICRkCQAWARQkQpbWcXHOlDImCXqPSEVAEkw5WFA6aLiLZEepqoANJUcSdghvgzlEANB281vlHRHVXE2YwRwiJCVzQ4TcdUzsag1r7HsRnW03z6v1Cuo0jeP9u++WHVPKddzDeoMQRAwoYArUZisIRKAOyIDuUfDUL7Yn3ND09wB/AxLMw+0kkCBuE1yIU54IAITkpgEqXXa3gEBMjvGejeIQSJzcLczgBJ0yEoZrq18hEInDEPxUp6IDikCEqwqJA7tVRDS1CI/wUEchN2cWCgdEU3VXNEQEZGn1pVkgYQBGAEtSq0UNwhApghrEYu2vqoGHq7m7e7iZ+al5U63MZGoiuFz082QOQXN0XaLt8bhZdYshMcDZcggt4Q07CUk55Qzu4RbuaA4AEBW8nMq1qO+x/2h1SxvjYasKEcPdTcMNEJ0ooAFSp0dW52JaAQiYw9RrqdNkc4lqWma3CgBBgmmBaUDOiBhEEQ38oJaxidPptUAGZJIEwnEaJCKlDjmZagQACQEFEgTpXDHQ1a2WdnWncZqnUqZZp0m11ZSAiC2HqdWIMDNgBqJqrhZBDCit724FbBCIJI8oqizC3PjGwIiuHuHMtBi6Yd3NVdvkTgaR1TAkwW/vt9jYMwg6H3OfzIt5NbPULZn5BAW7QfgJmgc6MQ/cWy/VGvwTGuzhHsDSxgTg7qZgUWrRWlLuXevx/l3KuetXWmbJXR1HBCAmzkN4UJ+DT02TWwVk5mQwByKAE0njg7IIAll7OZgxRL04WIt6QEFDX+dyehSA5urmQmRqWipLHg/7uRwgiCCcKSqZWa0FAJabM60eag5eZ019kk6sNTZWI9yBELl6CQAEtghwyMLqYeruYaHu3ne5gRwWnkS6LKqFAGQ9JNMKwQA41xkcXJUiUkopZ51HloGYibmN7gIFmUOru0UYQKuOwB1OwaBNuMyDqKWpU2WNAAF1Hs0UIvY3r1kSS3rz1W/7nM6ffDgeJxG2cEEgU0MBNWpsOcpenTIjJQKHUERGYgQg7NrJAzkFIxAyMWQyBSQ3azcUAMM13GqZmXieJzUMdbcyqh3vbtPQH8fdoh92u+Pbd29u7+4xgJGG1VJY8pBW64XkdNgeOTOLqCs0prApCrPmqsfAmEtxM2JxMHc3dzcjpnmeU8rzPBnEostz7krRxdCJF1WtXZ/Oz9daa7i5BiJ6VUK2WnkQiBrGlLpoY3EzNA0AIg5TIA4zQHCAMENEdwcgcGwDMq9aTWuZ5rnocSrjLjxWm/Nxdy+5W10+fP3rXxB33epMEbvF6rjbLS86lGRWEYVIatUwS5QtDIMazzfcgQg5nQZBoYAUlBAAQVulSEncQ497ANJyhIA6jcrkrsebLbqnoS/TQXK33e6Y4ebu/uZ2e3t7Yx4IeH39bj+OndD5+dnZ2XJ9dZ77rlrtU8851Tp3XYfv0Q+SrnoFRCPaj6OrxgnaAg9j5lJnt1Krpb7nDP1AqiwOLowIBm5Pnj/u+kWisFoXV48jEEhS7qzOkhcBAWEAAtiKhobJUgAASZiGOwSYVo/AQEzs4WBu4Pubtzcvv5nnSkRDvzxO8+319cWDqxY3Vk8+fPvtN89/uDjuDpL7bnVWtSbu3MPD0Q0JZOiDuNWvGABhhCmIghGUAwGwC1fixoPv3Q42H1K3ptQZ7gRD52keDyxpPowRfjwcuyQMGICl1Kpld5h3u1FrFRZi2u4OgUiENfyrl2/nr1/mTh5ebC4uz5fLHpEcQN1S4q7LOUvfdRiEzC0EMBMzqVE1Na2IgIyuWkqxcDiBRibcZTWwWjfL/ODqcqo6bNbDciW5c7e8WEcYAIU7RkXJ4NAICm6VKbVC3s1dzT28TqdanhC8htt03I6Hw+72mlPXU3IzJHzw7Pk4zy9+/e8//tFPxt3x/NFzArh7+bLfnN9fv7765Pte6zzepdS7dRAVIIKIcheuUcv7ch4b4IwpgSoAI7FrNTfOPeWlVR3312nYhPtYDxZQ1YB4Ho/E2PWdqmUgTun+5SvsSLUc9nsAEuZxrkR0tlrlIb9+dzub90M2j5v7AxHnjnNO81QDYTxOkkYkWA+LEpUSU2YURgM19Qg1BYS5lo4yCbOyqZWqroYUcnW+Rp+XQ7dZDwHWpY6IA8nMhJkIXVX6IbwAMoZAqcjUGIYRQZwdWeuhtVJ1P0LKAVbqNE/H/fW76zdv53E21fPz8zJNkrItfPzumwfPPnz6yfe3795cPvlgOtyvzjavX30nOSHzdPsO+w61BictU9eLlaNICjOIQBFwoxOWiNSAUiSIGh5mBYltPiBJALrVw+0rIJr2Wy3Vw2tVIp6mMQBIMud+9+4tMkzT/NVXr5aLYbVeIhOmMo3zXPWw11JNiBBg0WUg/vrl9eubu8cPL1LmJiF2h+Wyr9XMjQjOHp6lnO/ubqEhGqZJRC3msaTM2PDg0/AnxEpJHIiYU7o826BIKTPLGkiAGtcqiFKYUc4QAFaAugZjArJJ79omJzyNR1WzstMyHne34zQed2OpRTpZbpZItH5w2XVDHcd3r7+b7rcPnz4m8/tX3xFxJVxdno/3t4uzcxFGTu6updRxTLnjYeksFI4QYAVaA9aQwFYdACGJ1T1oRYFwG7e3cOIiQTnsQ+txe7/anAGREwsxIFLO03icpoOD397cPXt0VT1cbRzn29uDEB1rmYsNOScC9ZjmmSV3KaHHdBiRcu66eapz1eOxjBOR4G6abg7T1YOlA6hFRkAkrYaA7j6XECFXBwRVJ0IB14vzTe7kbNOz+FzL2cVZv1i3mVHVmlMX0agbGcJblY0I4RiSI63K9k2dd8f723l35zaXcay1hFZ3pYQLWqmZaaRB7t/daLWzq8vn3/v0u9/89uVvv7h6/NTdDnc3wmnYrPvlqt8sgQBqwTA3czBOmfPCwDE8mlqGMcygiYzNIwBDw2rUyYuGqkUgwHzYulXJA1QVFiayOgdQuHaLYXe/rceSEo37/ZvX7xaL/u7u/nY3EmDVMMAsrGrLvjscY3fYz1oswnxKiYXxdl9rLPoBEUHkBH5VD4e4vtmOx+nhszNhnGdl93AnPrHI2iSTqZGeQi4uVimTmXZdZxZ9l3LqIALDKBzqzF0H4CxLDydw5AwR4QZB2G/G7fb6219Pd28Q4ri/AQIrZlqn6RAOh8Pc9cth6IdhmbrcXcnNu5vb12/qbvHoww/Lfltr6RdLBCBidMBwBLNpdHNJIv2yjqOOW2z8TslMjEChMwKfCJttTKXV5kOYobCpnQb6qq61VMt9v93fOEKZS5mLMEpoKSOQbG/2qH6+Wd/ebPfT6B4BWDVK0cp0tlmq43Wt1X2R82LRMZG5q6kDlLFOk1rYOI1930sni8VisRrOL9Y313dv3mz7hXQM+SSzCQpCFFUjxEGk5FTJpR9SuG/Wg6r3HXX9YFq0AgImYZEBQJEYWdzmaFIWrx4OeaMG16++2d68mu7fTHMRJiY0R68Wzg5A1O13u8N2O+SBCZlxuV6shmxqt999N6yXq/WaABerFQKdPXxQ9ztQB3eRBFrDqgjbeECkcOMFMgsSaS1BcOr8kNHNrUY4tK6I2nxWOXOA7G5uc99lICUpdZYkYDodjsIcEV2XIAvN0/0On64uj/NYTNXQvAcAj8iJHl+sOJaLLq2GPsgNYLfb1Wpvd6PVWqzknGets86l1H4uucsPHmzGUm7v9sT+8HzACHYnonmeIYCZiDkLleKSU3I1yVmYMYkwolvoTHlIXUfERELMAU2FGx7Vw4D7Cvnuu6/Hu+/m8d4iNudrsLh+d6vVhmHQoPv7/X43dcI5ocOcgnNe7W+3w6LPXT67OOOUwlyyLDd9vz4Hj2GziQAUIgJTB527vtc6JhtMzWtRJoaMKcF7RgacpHeEAR7qpTiAu6O7WjWr0ucyHSAwidTpkKWfrRARQGiZuyyO4YZPnz6oaqnKar0Mh2kcq+pytQ4HSUIUVWvf5dzlIJ7msr/fn1/vbu/vOVF43O7uR7Vqvr/fCeNUjt2yXy7y9nC820+rRcaG8zq16T4RLnK2AsIA/dAlkW7RJxHXKkJapjyccereo7XgNrcZlYcxpUn1/v56/+6ljXfEYGHfffNid79PuWPEeTwAxCDJUHWe54IL7C+eXPZn55SepsQpsU5z6joz64YOPSKJBIVWyZkpEaIaBTEThZDOO+7WiAQewAFI7fqflBmhrtV1BjfTipwJsZpaKXUawYFaXNIiETbuwx2ZfJ7D5siOQV2XM4AHELEWTb2s+sQEwJxynyQBAjBy7rzNElQ3q/VyM3xgD0Vw2u4O95uXt3fbuezLeCh1mudSCosgxPa+hPv5MqkaM1UPInRzU88dCREu+36x6MCdEbuuq2VkxNRnK0dJPSA3imcAhBtLNyvs98dxf1eOr+f9tkxjPU6LfnF1eSmIw9CXcbZazh49tTJLFs6LejwS+mJzTtIhOEEYi9WSu+xm6A7hmHtKCT0ILcxFJBgRQYiBSDgQCpkHAnEP4IgYSO7aWAtmJdQRwHVWrzrNocYopY6qFYlCi0edyiEsSjErMzJBeKN4mTkQ2ly7LmlFZqQuMSJaNZtFEksfbiLJakGg5arv8pkjH8Z92BBOD9zoMHJOetybt67IDcM9bu+P68WZQcQJGmnMx2BCIQJmInM9HnGxJGGYPADtsO/WFznnhj2cphMRtdrhOFmEH+/IdRiGDHR59mCxXCJDnSZOsvz00TiWlFISBkIiRq06HcMqU2gdtUyhjgFoFUI9nChprYiY+mSlQjjJAkAAmInAA602SjJh9joBEEnXRsCq2ogUFmHmWkds5erx6KqAoONBp5kYj9OxVq3jPJZ6wg+O1FhibtYEHRSVmbFLYYTCEWqloJq5tQE9pQSEqgGBZnMCWiwWKXXYC9xu+3HMrEFk7rupHmolou2h3O/Kg8vBmm4TMCdptE0BADcFwXBlAK/aYGRE4q6Hxjkiwob4I03FZqPj/dvx9h2PY1C4zX23IQrph2F9bnWu02Fz9Rg8bBylSQjLyAhOEX6IecZw1+JFHd1qAQAiZpZwCBViIiD3kJQBDHDAxkGuBYgBIEyRU4Rim3Jh+DzBif6rHhZqdRrBLVyP+22SFBCH/b4WPRznaZ4swtp06ESmdlcjRGHH6Ieud6VI0IZxIhkALTTcEMnr5I0nExQB4dGJhNWc5Mmzh9PxeH4c7nb717e7TnhbCxMul93+OG02HWOUMA4otcl8SBhxc76JWsvhOE8jlTncc+JhWBDQaeKPTd6VphpVdffqK593UMYAzdJt1us8DHlYoiQCWiw37m7jgXKHCW28D2/EfAOICKKUzREdMaJOI5h6rRFBJIHEKimllBIjGrZqWFEWbgQAYA5mlDJKAguA06yCCOpcXWe14mY2Tzof6jTbVFW11DqPk5bpeJi3xzLWkpgbjc1VA9C0MuJyGC4ePzl/eDEslswEjRzQZTCz8OTuEVpLHUfAqFrMgVkkd+5OQB0jMaf1uoYOZg9J9kU958N8QPNqOs86DEIAZoYM4EiMcnZ2vlqf1+mwvXlXyyy5A/ecF9RE+K0NBiISQxyP9/fXb9lrn6h7+iylxCxILNJz7lwLRmCZhIlErIzgyswOYeaNgVu98ezJidWQujUmR6lWjm4aAGDGTIC51MoWxEEpEjIiYxqAGqsiQkuj53voe1p5s+KwKKrH/XzcjmMp02RuUXQ6Tvt53h3nap5yPk5z44630U0SfvbsyeOPPsiLjYPnrhNhIjJTIqjjPuZS6zyVuUwl3KspJwbCqsZzlSZpE661cJJV13GEIDKCqk5Ec1U1L0WXq2yIEFG1EnIT0rCZ9n1OSVgSpw50SilRtPFG10h5jlir6Tx3XZ/7TDoJd3m1IiSvtXH/CKmNH2MeT+wrFmikbSYPDC3oo6N7LTrVaoYWXivnDN0i6kTA7j4Xq3qQnBydRTKyUQWqAhIGrkKpa9x/RAqrXkew2vS6XquOxzKNx/F4OJY6zmUatVoAjGrB1HfJzcHcAWatfZeGIT88P1/0w/7mfqG4fHgR7jbpYSzdsg9yr4rMTFnCxsNxGsdazMwpSZPiLLqh77M7IpJOBdzDbBonr9pnXFDOCfcTHaa6nDUxhQUTV1OvKkx4c/32/GwtwwDEHpETEzF1PaUO2kQ7AAF1PCShYTiH+ciZmxlDgFPOZAFlcg/QQiwB2a1AGAa7QwSGh5kDsVnUUqyqmSLAfNiV0uDrYOKu7zAiTIkIATFxVEWYkiQG8FqIBai50WRACK2NUhcB4B5aolrVOhY7Hsv+fudm41wCkSUBR0KpqtM4WlFm6vu06jNJrsDp7Pz80VM02l/fMMvx5ta0ShJmrlZNNWWedTbDxWbjbvNYAPE4T8e57Oe6mrvlasGJkUA4JffLS7nbHVXHbECZzxKPcy1FU58aSCXCZiQgqJMdj2OjEIUW6ISTOAYJAZIHAgs4SO4s0FRJDwBOklopEmrg4VbdjZlV5whVLWERpbShgkUwcxDLcgNu035ftdq0L4d9uIUjBmA3lIPmLiMRIYaHlsK5m829VpCZUVLK2BwmfA4zbxSs0ww73MFU1Xyap/1umqZ6nCcH6Ba950zM037ebkfXuamDBLkfNg8/+mRzdeVWtq9vfC7dYt2fXabFmY1b3R/2uyMyQdD27nh9fa2ujii9AMA0zpI5Z2LBQynlThfLXkTMHcK1GkS4GUAkEgAbBmmmFpIEzCmCGESrDcslomXpjuMhs2xWF+4OJEAMxIQYxA5QtQDL4uIRbBFt8lII2KfJ5p3khXuEV7WqVjHcTd3eMw/D6/39fhzncdZq+/vbMpVS9fb+bhxHAu26fLZaXZxhEIYbSRbmViREUe4RKcwNma0a1hpIAYStBDEP98A4VTQAbhqAUyn3h8Ox1NV6ybkHJiv1OE5TnXum9XJh5otF/+j5s4h4/dVvhmG5XD/AxcYcd/sx54TDJg2bvt/v7++Y+/lYcBg6xGmetvvpeJzeXN9PqmerfrVIV5vFctkjoCQlwcblFoEVdZBwd5xzJ1MpEZhFThfGkQhlno+IvYafnW10HDFnkmwBlDpARH4//AtgSiTDfHstOkri92YPzNLVckREd0Xi3HWEVKap1PF4867M5uqHm3vuF2WuptVcPCx36eGD3qzOcynzfL+r+/3NZt1dnG8YGnucJLkQQYRX5bwEGRwZ3Bu5OkSi0RA9zOykkkLilFAkd736rYUbUfEQDFPTWiBi6HtCGlaL5dVF5IWrry8e9ssNUg6EfnPBkvbXN+EM4O+28zhO43iMWlbrdUTspzH3OWcZVsPN/rg/HF/d7t/c3P/gw0fpgj2c26QcGg3BxuMcZgq+WnbjcT5xSKgZloCsV2szL1XdoFusF+uVhXcpI3N7vo6AlCCIkod0fScwgx7uQqdaC3JC1wiFYJLkOr/65ee3L14nSWlzntdr7NaRcPHhw6olhWdi2N6Xd2+zyH63b+heEmn8lO/e7O6288PLzWLZ8xIpJzNj6gGRhDh1hOhuUAty48tENL6Fg2p1swBwi3APDhLGWmutqYMA24/7udacUsoZJZ0/ePLg0++lfhnzbLV0i6Wpjof9q6+/eff2+ouvvqlBFWF/2INZn6VazZ0EwJOL1ScfPtzvJ6+ec8o1McJhmr57tx2GxXrZmZq6qQcKQ0AiSkKKXooGwDiV5aJTtSYXkmEYrm9uQs090jBwEjPj3LXWNxABe1Obp4NpEcAy3mIZCQI4sXutBzdtLmTjq2+/+fmv7u+ny6fP1k8eyeYhkah57hbjOL359q4flnevvvP5UHe7McXL67vnT54H4maznqYSXs9WvZm9u7l71j8ASdD1jWdGfQ/ApoVyd9LSILaJcZzYmE4BBthkFeZWVEk4AAOw1lKmadxPHr5c9lfn56uz9cOPP8nLTdlvty++AZvfmP/m23fD+vyrN/t//+WXFx9/kDdPfvaXf9FlxOjq7TVAkOrVwO+u73799evL89XjhxsD7xd9ndDDK8BuLF2WIZO6J6ZRa5j1TAHR565wFLN5qqqWE7tDKSrq4e7MEoEApKWmZpfmgSiADMQB1q020TjadiQKG0cwNSv+PhvvX3/36z/50/Onz7//o9+jYanIQB1LVpt//ovPf/oXf/nuxat5rpCSCEf43X6XmP/8Vy8ul/mDB2ebLj08W7lrtZDU96tVXp31V1eADnpM/cZUHeYEnbtjk2wAojcCljf3N0BiZkjCzH3KR+IIb2yBOs9OuOg7YZjrLAd6+9VvDjd3026PRLsa/ODxD//xf/T09/7un/2n/4erxfCP/sf/0R/+8X/4L/6r//f/+f/4v1+u+4tHH6Xl4s2Lt/0i/+DJ48+/+PKnn3+3ePn6g8v1Zr0ACGHkJPfH0iU+eVRBhBkTohMSQcKUUEdLiSHCTppLlAhM0tU6AyCgAEMgTcdptUEADBKQTB6UOgNEnd1Ny4RgAOqmTAIA0/bd5//2T/tHl0//9u+VkAgSytNx+uKXn//pn/zbr17efH17PxMvH33Ii8evX/xSYH789FmXRKfpdj4+fvjZEetfv/zm3KdFR3lY3r4hL2OXodusIXdmVevc95uG+SCnIA4/yaEQgZA0CtQZ3BAgpTwsFnx3K4SuFYUk5QBPzFOpb969ICewmMbD5dWDWF788B/+k9/5D/5hf/Hg5bv7d2/ePH1yng97evfqk4+e/9Hf//v/7k/+24ur59x1Zw+uSpmffvL00dOrn//7X/z8V5+/eLs7TnOX0R1S5gfnOBbBgwuDekAonAj2jEhMNItui75XAyIxCXe5097NWAQRkLta6qInd2/q5oa3mFkgx7yNmCHCygGBUhqqzWV3c/P1bzePnz75yd9SxzDLubt+c/1f/Ff/4vPPv/793/+DP/jRH//m//XPL5887teP/pf/q//1V19+/p/+7/43N7u7J8+efPq9Hxzu9g+/96Pf/6M//O7zX3zzp//69Ysv5e46Xe/PVn0Gf/jZB7K+BAhi4ZRdLfVDkEQ4mIVrBLhrmDZysJtFC0kIi9WiVDseJzJbbxZ1YjOtpT55fLW/n7/++hX1i//4f/K/ePHufrPZ3Lz4Vm5vx6lymb/59W8+fP7sP/8//W//5N/9bJ73jx5tztbnT56d3U3bCDtsD17Lxfnq6nz97vbO0ZhwngszzuNMDx/2aZW7nAksWGsNDGbuOwlCIWZmBMhJSlUEEI/ocidr0nmO8LRcgal58w3EE/k3J0RCFCjsQBYOgW7FIlzncbvjfvn4e58QS72/K/vpl19f/2f/9/9PHhb/s//5f/I7f/wP//TXX13+9PJ/8E/+w/3u+Oan/+p+Vx4++/jzn/35o4cPrOKwWL19+3I8/uD5Rx/JVH4rQz7ev3vxrWQoQYAJuQOQ3OXGTUEkg0DmJnE56XMgmjQTHKi50DFx6vpFmed53O+vHj/MIqUUM0CWP/z9T373dz+7vz9++dd/en+3232O6/WZpETL4X/4tz88HIvfv/tH/+An3//w8tU3L1KXABBu3lxZebjqxjevdK4dwvceXZx1fHs87McJmQlhdyzfvrm+v98+vVxePTrPi7xc9RCQuoQQYy1NfNJIPG1SKSx53t0Mm5XWmocNIjcJXKO8I6XGZUZkiPA6h2u4BjoIgWktE3bdanNWj/df/vJXNpXPX93+8z/5xfc++vif/o/+mazX9zfv5v1xPEy/+utflmr//L/8l19++c1xunv+YP3BMMTN27Lds16++NN/Uacy3m7Fy3rD3/vobz370fdBeJ6nhCKcidnNOWVv/Go7KQQa0tcsQt/zrt/L+Fi6rl+e+c3ddjqO5+dnWVLfdTfXu1999eLDjz+8enZmtTy8eH7cjV2X3axP/Pj7H+XVIiRPh7K/6Pn3PyvFjttb8Hl3v5umGRHy2RDu1bvnTy8O0/jy5ubddjrsj3Odd1MRoJvbw1zq5dXm7HLVD5kFw5oW9L0yM4II3UG01qKatUi/HNaX4/a1uzkQYA5KISkQw6zp9UMnMEMi5GZiF0jS9/32+t2vfvqzn/3qqxd3h9nxdz98/Onzq9e/+rm55X7l0f/jHz4nnGDd/d4/+b318u9N9zdnGQVUkKisvIzjt1/0OV1uumG5Wl9cLh89q4B22K3OzkQGQnKzRkAABDCDaPSaaJ50TXgPTej+3lCSk5Dmrsflou53u+UwLNcr9Fh23f1u/PrrVx988vGj5x9P+/1SusSEAYE0H4/hVfp+2S/6dDkfx47mlWww7Hy9mMYjiDSNn5vO47g7yPlZvj/WsczH3XGeSi+ySJCFiZABElMro1NiciZGNQegpsaUaSoYoMeRZRVu9XgAZu6SM7qfFIcehoHoc3gh8LApIJCFI9D07ZdffvXFV9+9ve+uHv33vr/87NmT1fqM8tANq6oOEKbe9b1Tcg+SLtAFHpX7t9vr63mcZytDlzaLnjgN67M0DCF5PJTEcX71OHe9W+P9hkgOIjBvylZsNuqAEIFB4RDmAM4QZIGATdxFRIthsGL32103DMu+Hzbr5XJxHMvLb76+u7t/+vjJ2fmZMCKxdD0x+TSHe5SJmZZDMjZOvWtdxWC2tjqXOtVaDNET5K7Lfd8vtLpOm6WbB/hAuOpS7liEUVIgeljH1CUhRyRUD0Y0DzGLvusCvFtejPu7Mo+pH9zMPIKTR0AoAAOx1epaQyfXMUzD6nh7vX17t729e/TRx5/93cfnV5c5c61A3Rlq8SaCP7kBpJNqsOp83E3brZYppdz3A9hqnkbJfb9claLTVM4eblarVb8cEE/cEzdjYRDGwOal1OQ2EG61ehjESaHa9Peq5q7hYWpmxpIX6+U0TrfXt93DK+9Sl3no1+fnZ/e78cXXX+6u14+fPetXS0bwOnWLHoEd3GsxU2TyeQovYeY6QiMem5KpIAjDVEottbr1y4GRIrwj6hMyn9RqkrlMDkk4nCvlJIJS1ZlCvFRapsXZw3k+uE4nJS2xA71XCxGgvzfXMXBFTB5VS6HUrR8/7i4frx4+Tv2g02haEIDRAYFSAndvfmrhTVzrHovVOjqJuU77Y60TpEV/9nA+bHfb3eJ8/eTZB8NyxZKav2ejWwMRiUQggYcrAAEJqEEAISKxo4UHAgWQA6qqFStzaWIFYu4XCzc/Hsbb222XmXJioMWwONucHS7P3r5889tf/iKTLDeb1XpYn2+YSQAighNJyi4E0EG4hbhX1iKC83H0gHUHpsWFCSSlnBhyzhGB4SSIgk08mpaDmrJ5xlRclVyyILGYV07L3K9v336TCFlSWqwmtUV4M0ZGEgBDYreK4MjJTSWvzJGoY5KcBs6Da0VA5hThMe9IeiBKAIF4kmiROLLSWHY3VqwWS6tNgtXh/v7Ni28Wm+XzH/xgfXkpKCApmEjVyhjhzQ8DADDM7YT4uCqcHCMZrLU6UU0ZhSiFw3a3dwRkdgAzSylJl7lqKXU8TpJIiLIkD9r0q82ni/14uLu+O+y3h8Pu9cs3q/UqkQ8d5CSSUtPCnsRPGOAaWvucmdkCzx89CknNF2N7c9ucRizUtSBgYAuVJ5GOsPQ5e0A1y4iyXC2ZZTrcIsE0jVaLzGM3rCFQy9x1CwRAygEROgOguzYVJAJxtwmzAIKqVkaWTN0STSMMKYM5gJoblH3oNBazCuogqee8gDjubt/tbrfSp+e/89n55ZVgQhBMiyDEsDBt1x8BGh34pHRHcrcmVGoCZQ+IMGIWSXU6RC0p5U7SzW4nWRAJCDyk63p3n4/T/X5ioVW3aII6lkRE5zmvVutpPO63d9u7QylTgTiMTgBmjoCJjQgAyNxMq5USCClLHnKaxrQYlmdX0vVD15dZyzzNeizCrjUwOVKpk0aots6RCUEA3V2QWN3EkYmNCBENAfMwFRWpSAKN7d8cWpr4jiTCA1OTKiKLlpHzEpnCdN5d+7g/aZkDghgDGxWneSodbl6P99s61+588+yHny7PzkQ6CETquFsCC0dTRhUgCDMQQeJwQxJQO1k1cG4U3QAjTmYGxMhMkjlXcV2tlrtpmuaZiSSJljn3wzD0DDiXut2NfbqRrmPMkoUQzXDouqFf9H3arFb7/dEgJGUIIBILiwAmRoBqtcsZw0uZUkqAToLgWLdjpUn6npCHYcFKWKYRyd3NDEisWrUgFnB1NyYOQDGPxITC4+19NwyEPXYrHh5UQ8odEHpVyqn5jzgmTMswD1Xqm0uYA6AMa0RGnefd1o1k9ZhZwtXmcd4fdZ7sOM7zNKu5Y16ulw8eLi4uumFAbvZPnXTLJnOL+aiuVueG8BATSXJKBNCgfzeVtABJ4M30IyCMmRttBBlT16fwbujXwzBrMbMm53OMnFPX53AtWvYH7LvdenVR5yLCJIlyCvM+Not+s9yU4zhqLW7FQyOASBqELJL6LhPCcrMkOnmiALKpqmkYqBcHR5GUuuoeYNM8ArY8iK0ZCI9gCEBRb2iWOqBpNYfV8pFOLpkoL6KtSuAUWtwDeRmUA2aQhVAKnUMVJSGEHg8+z5yHRCnCp+39vL0p49GKM3eYBxmWfco5d9L3zMzEGCTUk+RAaiKnpv4AN3y/gYH6RTBjOEZomSNCJAMxogA5EiNBS05MboiSxLyRt9Jqs5nUdoddIKgblJkFU+7W55v5cDT3aRpT7oecAhgDwgKJJGUAyLnLi5XOk1vVWmtVd2hCw8xdM3TFRokJx/AAZBFrCmh3c/OpOMLAGbz0eTHOx8BoH6rLffWjeyC4APJhf1x2GYL2u+PZ449B+jLfp3TWLc/cKqcMiK4lADB1UQlzFhbXCqSUuC0381LA0dTVtl6OWpS71Wp53lxIkKU52BASIyXumqXMe++2CDQMUNUAi2ZRJUn6IXLGCKjFVd1DJBF1AXQyrAIAFgoNYKwo3SJwFLNOOk2lmi+HxTiP0zQikVVTrZZSNwxdIizq5lqPdU5MHJzQLBxRpLmMREQahoiB57lbgM7mXq1OzTlFmDklB8OgCGomPa7anBgIw0HBYzZrhspErFqJBbRCwNAN81yYSOp8JPQqHOFqgXko++12d3P19GOrygTRJGHElBZeRs45wrwcwbUpir3OUWszxcKIAORunToycK31vZEHEJEwp7RgIuRktSACnJzaEMDDNAIiHBmpyzSsWiFr04hqqt7sUt2NWi96EiI3xXKQJAy3MjFSFtHcjePMjJ2kCaYy1ySkUzVxK/Nms5G1oDszgrvXqswJOxR6P6/iaDJxNxBGJkoJVKImi5OmHonBtHmSELO7ZemmOgKQmpqbRcxm5sYsjNS8wlswJ4Qk4uYyjxORhRkBTqWE1fvddvXgsaRs8yxDPvmcR3g4iCByqBJgmKEqggCwEaZ+ZfMEQO4JAtyqUMd97+4BzizUbGagjXINmcMBwhEozKIJ5IkoZeoG6TuACFPd720uyFTnY5KeJCMlYGKRiOZTBAACYRjo5pIyRBQrzLJcLxRKN/ZJJqs6TrVUt3pgt5JElqt+dZal2QHyycKDkIjDzN2JE7RlDcThJkTBEslADSDA3WphFsfQuVBDoAglZQsPNTO3CNXZia0WM212HoQUAOEa7iwsnLvMUMp+6JYUdNwf0qLTNraBIGYHJAwHRxYwdFes5nUOrRiITGHIuQcPRjJkIjatzYgDEAgZkRMKvHeMiIjWLjQ0x90pAJmDkFLHw0C5B3Abd3bYz2NhkXKcwAKzcB7Ag3MHAOQOJNxOFMHR8L35sUgXCcxVWPrMq25gN/NiCtM037rrVJ88htXmMg1LYoRwEWlurEiIJK4OGMxibgDWVt+05lsyIWGosiSvM2B0y6Wbai3hgcRoINJpQJsFOYG7a9WTUxKGmwmLRxCirM/PwSqCEuGw7OfxMJXjg2fnzCLCEEg5IRKhWAAHuFtYBUSSDtzBg1FQBJogO9i0cBq4vcJe3QohB1FzeoEgbG4RDoiMjBEBTMjCOTc7do/i89HnqcwlnOvkXoP7TJKRGTiQEEjQFQLbVkOkygBIXXUILMxJsbpbktylNCcOX0TQVBSZAvhmWyDuh+5t90RkdZGQwiqgsHRuRkTMEOABISkbtVUa/t4EHAAROAEZpwWaegQRUQQ1EwcKBGSWUifOvdbRI4hQzZupV1vbkbJ4VZGcDreHRMndct/NtZQJun7BiImThQkkRLIyQhkdA6y4KxKBNYfZQE4kKaIYCA8LtuJVWyoLrSBdhLU8BBjYPHbBm6EJEQUGMKXFphlNap3quI0yl3k2j+ZPQxkSi0gGbGveEDGAGbCLvkM3nPYII9SKEtS7HfdIICwinlerNSHvjiKA+wkoUU6W7G63/9UXX38W8TRlWawQKS1WiALN3cjeeyoCJJYw8ya9dwdXgOYASB7BKaGba6ScAcBqafueThYyJ38qNDcidtSWscydEIFRyNDLBIm1GLJbIAoHpNQN1jbUEGuZrc7EDKHutbm8hSsiAzACuhposyAjq0Ei4AEYiAzcJERKyCAn/yPChESIFEkas4k4B5ge72w6gnmZa4A0Bi0xJ5TcdeGBpshysuLlFHlDeRFuYEEAbs5kSaiYtfUjpcxEyETLoWdGoTROVZJASkOW3bj78otvGfjBo8tudZYW0Nb3gTkI+2nYXIEQkU8ukKZAZFYBiZp/TNh7Wy8OiQC0MvppIy8GOHOyOgNBtHVR4MwcNaAlLQqyUrhfe8w+6zTOy6sHIuxqBjUvF81gOSLCIVQDkCRrGTEcILFkcAg9EiBLgnDmhIShjuBtNUYgMkujWAMCQpOIdgGBwiQ9Idm81/HOpz2AFAsATNJHODJwAIsgBdRDgDhERObUEQkwgiDJELCBkRkAQtFCujwfj9P9ru73SDAfpy6nTlIW6buumAXgHL5eLO9v73/z5Vfo+uApk+R+tXHqOXUQQUhh1paCEiBzMquB4O7cbAtPAh1gIjVo1Ta6J0lBaKaIFK6qtflWtQ2tbkYiKedqJcwF592i74kxwnLutjdbRlosl4yYur4tXXN3MENwcyWW8Nb6dUiZHAPbqi9jzu6GOYM5JgY3pCaD4PC2uQWJJJgACZg4D4AYOtf5YMdbnSeSbG5evVtskDJCSBZsVKZxh0RmBjGaVWirrCDIDRdrjFAt7tVMyzzW8TjPk5Y5VKdpDogKkLvEXQrHvrqbEUapsN4s7263L757l1L20IjaLzaYl0iJJAUGIIuBWWl3yK0i2qmJiYiwJghERGIytzY0ZSImTMxO3VwrQpidFkcQsdWKzKYGECIEQ5e7bjHxDhiH1dmw3JhbLfPi7MzbIMwMmXweqTkcQmAagFo1UMOUmAH7cAMERA4MZPLSFtYJNKAG2gollG7hQAEK4KFed+/seO/zDInVLDyIhVJHnAiccoKIUIu0ADQfDxAeVJo+jEztuIvdjXu4FpvHMk9abD6O4+52u90FtG1y2A1dmGdm7gfwmI+HYoAohN3cp9fv3jHjB159muB8HDYPkLtwawaBgMqUIZxRiNBUHSjCEQM5hVPUECYLJ3cPByQGFpaUvOicc5qrC7MWg2ZvbOCqSZKDC2gduo4wyGMsdXW+US1RlTihcHOtda0Y6O5IgpQjKnFPlKLM7kHIAITcZlMEEE3ITjmBtbXk1CgLKBkAHJsLItq4t+PWDrfzfosypNxZmZGYcg+AmIhYmiOIawktp8VIAO4e85G0cuoAwzm5ejuAetzP++Px/nZ7d7vdH5MIAuQuV1UhzLlDSV6mgJoFo1hxF6LjOL56+3aRMUnCuAOHbnkWjfPSM0kiZptnNwcmDJC2DxEaKcxJcoSBKTJjqCQ2DZIEtfBpLwGYGUZY2/jizkm0VgsTQe+6zqxenJ3ZdpcSq9W2WpSaiMedzGoZkTOQQCCgQOqbtSNDc/z1CCfpsVU4ZgGE4dGWSJK4eWgBYpQuQkHnOt778U73d2V3C5xTvw53r0qpmf8SIjR/I1C1eqxlivDT3tMAJBRCrxmJgbN5aDnW3a6O03F3f9jv7ra7wzT3SYbcgVVyIpFSawpSrR4NWwY+2SHCcT+WUY/7o7up2UotrdVDe0RcnCESSTNJQwBvA1EIjJiYpdkjYduQSERIBkCIwkkAZijCElFLhJvlLlf3thnWAWR5fsGS5rGuVkuNWt2IuO87BHdXEnE1rWOEE2eA5ge1QMCoim1tDiJZACYEAmIIBeZWzDXE2D0odZD7VlWEqe5v6u5W99fjzevgtHj4AIhcLdSQgYjAq40zALoVm2eEoofDy5evDofDZrG8ePJYus4iVI9EjDiZoxYtY5mO+/v7m+ub66p1nMuLt/fX23FWvVgtfvzRk08+fDrV2nY312pmepzHUnQuBh7zrOP+mLM46+H+NpVx/eCxBkAALtYkEmBeRmAGC0AKcJbkbqaVmSHEw1ABI4joZFkUICQFSjsaFj658ZpREqwuy8USAN0rI6825/vDvusW4+4ukSw3KwDwqmaVJXtzSGlwWJ2ac6UjNvfS5g4NJ+WbIqCHI2dEJsJo1ptltjrBtC93b+f76+PNGzNdPr5ClrD2RrV1PerzjhDdtM67mOrLr77+z/5v//Jf/eKFu10s5B//7R/+g7/7+48/eZZTV90ByT10KtPxuL27ub29HefpF1+9+umXr95tx2Px+1kh4ocPf/PP/uAHv/fDT7q+s6puVrXM41Sn6TjOhHCYxsuadRxTTgAw7/cUyJcPCFFt5n4ZDZJHbvwkQPSoUNxbUU4kKbt5BFANYVFVRoAIYVGrCCci62mc7YFIwoS5X1SvhNwRRrhLV4/33YMnLdHbPKJZgAexUybgMKW2r/AEAyo0l2ZCCoQwQImqAEKpb6sJXasft66Tl2O5e1d3t4frN+N+u372Aa02lPrmElyORQ8TNQ6WWx13drj/9c9//X/5f/x377b3P768XG3Wn31w8cOPPrz59jsbjw8//IASRwSYlzLtdof77X6s9adffPPvv3gx9N2Pnp0lgFojMw0dTcfx5avr87P1etFFseN2nI/z/e4wjuOj83MMKGp9mGllwpTzdDy42+ay5uUK0FF6IkEkFHy/15WRiAna7g4EIEkEQGHghIhJWJRKAKEElGh6ZkBiMVMgEBmGYBEk07LohsR8OxXVSYTCFYxDJwjzABQhSpSGmEe3AqYS8X6JEbYVJRGOJAjkwijcpOxuNbxqOfi0r4ftdPvucPP2sL1ePn6cLi8lZxByEEZOi5i2d4c3b9PQo2vd3736zZd/9dO/+g/+6AcfPH6yWl/JsNpcXdLQjdtdqVrKDFZMZwScxnGaq5q+u9ne7w6/8+HDTvhsuVgPnQCthl6SrNdrA7y/35V5LmO93+3e7fZvd/uV8KOzxWazzosuDQsADAeSlHNXj+P+5uYsJ+IOQCARhLYNksAMrs3jksIAxZwQFTnQUJgqgXlIc8xtVTiiBngEkAWEqwulDQv0eZzqJIDSL+6PM6fEnGopTClqcVdKPTavVNewmQihGoUjAqAEQAghMhQ/gSE5AVGoQoDpHGX28Tjvt7q737999e71y7OPPlg9+7RbrBmIOBN37iGLRbZ6vLnev/st6Dzutm/evv2D3//JJ7/7E8DBq1Fa0HLJCbuVU6kwwjTtjoejmU1jKdV2h+M0108eP04EvdD5erVZLoVxqoYAWg0IVfXlq9vtcZ7mURg/uDq/2qyX602/WvSr5tLfKgBPKefz8/m4v3v95vwRSXYExejasjMKCmj7cQUE3B2ZwYiCWipuCy6YkMIbKNH2+IJZuFetQSSkCAicOmLROiZeXz54cn+czIzCQ2f3isAOwMzEUvd36ApuWEdgcQdmDGjLeqyB6dCSgSqYualPY93d6u627O+O12+++/rb82cPzz74tFs/SsiAQcThbuaYurQ+Xy/Wcr28v37p43x19WCxWY3jDHVi7jJ1dZwDU1qsHI6+uy/jGNXG43iYSplLPe47iCHLekibxeLsbK3qak5g1TzcxqqHsfTD0C0XOT88Wy5Xyy4lJkkECECqBoApZQg3rYg0bC7mw2777tXVo6fe9g5IphOg2wyzmcit7bRhRq/NiQCJAMncWj3ZKpDmpD2XAkQQIT7ubV+ppwhXrR7A64fDYtG6vPDZXRERXIg5dAbTpszi0xyRmkQXHcPV3blbuBu5m5XQavNU93d62M6HO9vffv3Fb9JyefXxZ4uzJ1myayVKpmqmyF0gOUsgLp4+Wzx9Nu/vp/t3XlVy8qIAGB3hUqDLQZzP+80wLOqz482b5eEwz9P27nbkuNislosO3PrVglOqcz3MKhJkYQ59ys9Xa+mydP24P6achi4RhJqllNwsSqVFLiXcdRgYyFxtsdqM++3dm1dnjx4HEke4WWtrACBCtc6B6G0n08kxu3nfn6xFPczd3NriE8QAUwsCqdO9e0h/gamPWqMazuPZ1WMHx5NFjVvVJD0Q6TQ3KA/iNN4ERA9vOzmRCImilghtNvRWZysH11mPOzvuX3z52+L+6Y9/tz9/TMFeFCDUCwAgCjQJanUkBqYgyOeX+fwCtFidqs7CYm7BxH0HgYAsqSMr7sr9sHBbblbgxsI6TxGKzG7er0CmcSpVuu5wN1vjL4mYOzKOtYTrerFkwtbnB4U5xKzg7AkQnAXrNEvupt3W37y8ePLc3QGVIAIJCd0UEenknx6t6YzTHjSICDNVLYDh1qQZEBjtLAT6Pq8vLWU7Xg9DP+7H8fZ1Or9EYncjJHADqw4eFmFKTD4fw83BRTr3iiRtz1EbPJop2BThoG7zqOOhbHd62L558e13b9/+5I//zurqsaQBAERyreP7d5mqG4KjcKgCASGZNRJcwgx9t0BEKKOkgVLXJGwAYEqyGChjncpiGJCcs9TpiGBW1AOQmXZbPk4GsDxHtV6rYUBKqRv6cRq7xIEITM4UGtF30LbAYsylDClBAEvWMuaunw7Hu5cvzx49om4JDkHuc20DZD/JNCOanx68v/4Q4R6zYTgBmRYmdHMKUA/hhx9omaavfvbFf/evlhdnH/3tn2xvdmXc5+WF6xzQNYIiIaNpIFhVcPOTW666mbuJwHv+6EwopjVMo1rZvqvTON5dj+9ef/Gbrz/43mfnzz6itEAUQq46n1BWQK3FWTCk7ct2CDB3D2YIAAwCQDdrkh7ijLkLxHAFKylnJ0ASAOShk77PZjqNbhUwpv1OlptlXu4PexEBC/c5dZIkWYBT0GnhLQBiCDGRoFgtbggEVutsNXcdRph76rrDdh9uF8+eGRI4IgkCIvzNoh9mYtNqqq7aFrCEBSFqM88zsyA3j7Z5r9y9mb79zdu/+IsXf/755LA5O8/nm3C3WqP5zXggcbQtieauM0GEGxC5O7G4q2shSt42ShEAUB0PNo02jdPubrx59Ytffy5d98HHH1G3FOZGkm/Ldtyc+oXWalVTL6dHSeSm0vfCSefJKSCCiQEoDUvulyEZwtARcx+SvBauBVhARFLnMVcoQBCqiTtAONSp6zq3QKzdJlVVNUdmyalOM1TDnLztttEArBRhZoRYZiYECOVMEBSu/XKxvb4lls3TzJwBIdpW9LbTK9reFCBCsKYX9rYESs3abWs2524eFnT3y79895e/ePfb67PN5tH5+Tc//YK4T8tNBCKQG7S5SgSaaYCDGWolBA+zUHPFiFB1N9fZ6rGO2/l4725mWsZyvH777TcvX9/cf//H38/nV0Ri6kVrNW0SRgLSWlK/TH3f+BvNT5CYEIKE09DnnLMIiqTFgoWCENxC1ecZsXGEpG2oyd0CEAOx65aEbPMckxIgIyYUJs6S3IOQck4EkUWk6zGJuo3HUVU5SyAqnLb0VQxFrOrH/VzVkYRFzh49OOyO0/0Wwk5rhqht3PLm1nwafBCaKYA3u35AMAsAbIyJtjhLpre382HO/cAE3fpcrh7T+iGlzrQ4ELEAietMTKBu077p9IhOaE8ghDs27YZDuOo8g82ucz1OZXt7//bdr7569ZPf+92zZ59Ct3Ik5HTaVoQQBh4awW2deOo6RGzGNtAWaZs23V24NfNMVet6dDMoM4TXeSJmZg5OWmbXGhEtjiXO0A8W4FPJMlidohSdZ3XNywVgkxpgn5Mxj/MsLG2dk7qV4zT02RrZgbC6R9XUdW09KWLkId+8+Q7J+vOHyB0RO6KrAxi932LXYKJwr1YsIizMmzuUe5tnIgoCSxIg7Nfr5Qffzx9/uHrydN7tvF+AzRFLJCEsPk9I7Kps4RZqRQCd3vNq3NpK5YhwrfPu1iatN7e3r178+S+/fPL82Qff/xEOG5LOzUDVTFO/cEC1CgCck7tRuNcCECTMwiQCAFHnVmshgIhIziDi1oB1rlrBQ49b1dIIvDbPQBw6hRt4EBIvBiDiiWYrNYIAFoulQwPPLSGRZGPWMFMT4uNuz4D9eolErmqALBLVilYaj4vF0hA4dSgAZO9evXu+ugBiUwMiwgikttTC3eo8YYRXc3NVdTM3R25rFbERmkRr1VqHvuP+zNcPLz77vte9FkOs0OeI0GpeSuoCiJEzmEeoAxg4ORi4q0F4Gxi4m84Tzjpev7l//frf/ezXnuTHf/SHsroQTlYKAISgpKTTMQCk62utBAGmgEQBmJiIOTBqPQmq2jySe5YM4WhILJRzuHIMYappl6wGtaXSwTl5YTDVOnudw4GYLBHnnAG79RoAzHSajhyGQO3qCJOWEsjdMIBWZtZah64n5nku4YCcIOVgMvc6zcNy2UG6f/fm9vWryw+eRyCc1n8SI5lrqCFCrVpKjRMBFJrPNgB6eHEXJgl3FpGc09WT4cnDYZ2P1zMARTXowdxZkrYdZsgo2aYxrIIZNLe51vJ529yHEKHToRzup/ubb158d7vb/bN/+o8XFw8w5QB3R6uVACEj5g4B3I0ZMaBq4ZSBEvPJhvY9hRVYGBwwSdvSYWoYhB0hSphh6vNG0BtVV2M+2P2dlSncISIms3HUqCAYajn12OfwiHGXkkDkNtEtc22DX2hzAmEH5yRqGojTOC5WSxm6AATONu8RWasRpX61uX37bnm56VbnAQRhAW0ltDciuUdUU3VrC00goFEX2kKwGiBWHYUjr/Plkz4D2tFNTR0FwI6hGSJSXjYzGy9zI+SSu7kiZggEDyZ0r661lLFOx8O4fXNz94tvvvujP/yDi6cfuyMjIXcgYLWGGRpJYkCAYGrHkJJpkSRQDITMnZCizs2yFQFjnM0KcW/AlJIfD2EaHpS6UA01nY5epno4xnEPCJEIzMo0uc0oAgHqVf2eknBKpYzIBB6c8/+3pjfrkTTJ0vPOYmbf4u6xZUZutXdX1fR09/QMZyFnOARFgZBICbwQdCvpQv9I/0AQqAtBBCSRhESBAGchRyJFDoezsGd6767qqqzMjMXD3b/NzM6iiy/7PhBAeLh/bnbO+z5PLWJiptWlVjNkRqQQmUOs01JyiU0KKcbYWJWKHrdbwuDg3jQNYp3nw+3Ds/NHtQoSEKAxqhv8wmsC7iIioubq7sRYV+IfYGQOgECB2qfPPPL08OZczwHJdHErUQgxOKp7cVFmV1d6C0xFBxcpgZiQ1EFNrU6+jF6H5TT88IuXz168+/VvfcdjpBi4aQDdqjZ9L7UAupm4e+rOwdTLQhyYiUwdwXNGNVVAqQaQ52Ki6wcs7M5doKghIsUIvmIOTUsB1ToeTaXmBQkxsNSiIlILsKoUybODiQqnQIENwRCcJoghdZ0tVc1ATcVi2wCiAXATAazWWqaZdyH2Lag6IsZAsdF5YOL+/Hwcjss8xKY3MPIVhIZqalpVtJqWNSi6bvHtreiFkEQ1pLMdhhR3Z0t+kNMwH59TCCqLm9ESua8OIKrggsFEBETRzawSeOS0XmIQwayu6WNZ8uuvXt8+DH/vv/xP0vkjpFCXuZzG0DAwAWBg1mVxRAwsy3FdnK0xWAVwKVQriJq45VJLsV/YESmEPomraxGOjVUFhhDZEChEE6WY3J2JDQzdLWfNMzIjk1MgjqXkWqHkvIg0Tatg7qKg7W6r6KbVAVX0rfFODNxj2+ZcsmlcMojRaiRqAZasWgWsTVHu5+lh/+i9q1pmB1URV5Na3U3Xd727oavaOh8VA4O3xsOgjv32UqQgCDVpmefN5SUhV9eapyAzhEaskLtpRiTRGmDV85qTmakhBaK1C+lgWuWzl/tf/uavXL14R82YkVPSWk2M8BdIn5Rg3avqDA4hNroUKGKlugi5L8fBDaxKiIFSImI3ZQMfR0wN5LlOY2xaK8VTRGJdlmUYVti+5gW1Fs0113k4FRUlNmJHVJGYwmoCWeZiWquLaJ3HRcGISdxDmzAEZjCrIWDNToiMKFrNJSGiex6Lu7e7M1evtTDxtL+7euc9JDazdQJEDLbqqs3UDACYUAHMIQSG9T0iFmK/m5elO2vi+Y7axq1anjilLEWWpVslp+BlmZAiIpqKiDCiE4pldGRENXU3RXOQ+5s3Wf3jb/5K6nfj/R35KTSRQjI3UDdVU0Hm1LRaCgb2Kvn0YCXLknUpmiuZo64teJ+WXJaMGEyERJigv7gIzE0X7OIC2o1KhiXnh2H48sbBd+89RRfD6o1zE3Zn1w9v7r56eVfEz3bbImWcpmqaQmBGR6haKTIHUlNVRUKcE6pjNUfAbY9oUhViTOuxGGml1KfYrQfE1DX9+VbmQfJIacscYZ3HA6hqFVlLLmtCcX0LipqahcAWPEzz3GzOITF3jSwZKlQ2LWq5qqvkKXAyAyaSssg8ESDF6KqrdpoReU1ArgES15uH44t3Xlw+uxYzZraSEWOdB4rBiMEM3GWa9XR0UQqhDoMVnefsZSFHLHWZl5qVDFTdY3S1msvzF8+60DSbjrfn7ZPr7rKn60vfncn9reXavLlvYxfaNrx7bX0Mjy5422vN+c3r7RevLp7th8PcXV6o6+3rl3d3h6vn75ipTNM4Hb549fpwGh0sxdik0HWdVZmnnJrYI6SuC4HUZVmmJjVr7BMJch0jpPZig4SRGs2LqjKTqxDiW7+tozuYmwMwojn6WiB3i8wOwMQh5zF2qY7AAbzqvOR+18kyyGlysPJwF7ozQhRwl2zyVhMSAF0KuiGvvWkAAJdaptM4TS8+eh9NZCmuNTbJVSmwaGUwV+MUQOrxy69CiOqaD0NdO2TT8uru4c3Nm0Txt3/lrz375ON0dh63PQLYfGx3m9RfqBTabpvn7/im4bPeCfjizJZK3QZMMDI/edx/+BFvL8xVyuQx5OmUpnK22aXrS++b9v1n5y9vw/l50yTLC2AOf/rnv/+Hf/yXX95SCLu2eX61+ejp4+3GMNBY6+6sdm0DRNylKjNDdEAzr7WYCRx0c3UBTfPWCr3a09+KvU10LbyDg4n7GuUzc0BUcyIA8HD53jvj7au7Lz53D9fvv1dEttMFSK7TPueCTdM//2h1tLsCEbuJqSkCrZZIeFsXNRfLOZ9Gcjg/39bxlIejLDNy5Mix23BsahVwKMeTTmOuMpymZVzm0zicltf74xevbmutBPb3f/dvfes3/zo+OgsX5+4k4wN1lM63HmKgTWg6b5keXWFcVRLGUQAQOdrpIT19FrYXCogYEWPoz9JZM8mM7Xm8PttcPz3c3ophmUdnxC0tBbqLzbNnj8eljIuC+2ev71/eHz64vnz/+kqlYJbad6GJAVHRl2UAxJi4afh4PJ5fXT7q3xEp6yqeKRpWN3NcIV6rSE3XB7WYARghJmYxY8aqFgQkbDY7p9sv33z12edPP/2Ym3R6s8/H4zJXjze7mmE1djqZCbgBoVRB14Tg7LVmCgEAuWkAqIgjk0N1nfd3L0PbX714v0glwJjamnM+DeU4j4f5sH+Yh+XL128+vzt8fn/45vX1f/Grv06RP/rmLxsq3t9TG/j8MZQIHfG7z2i7W77/A5+m8PiKUrOatgHJnaHt6PxM8ki7c/uFTRc5Qejo/JHwj2PL7eNriE1q45wgCaSz5uz5+1Lz4e62bZt3rq/v96dNGwHszXH8wRc3+/387Y+es7Nmb7ooITFTYA6RuCEplQI/+uADSC2BBSSigBzWo6ZKqWWutUqttjqPgRi9voXUIAHMucYQwpvXXz55+pybdL1J3cV17Pvjw6vj/f39zT0R1QPV4Rg3G3BYoUii5rKqJVUA0JwYnFYLOYgIh5BSA6DHu7v724cPfvkZcnSpp5v72LR5HsrxaCPcv767uXn1s9vjD1/tl6V848mjv/e7v/Xu9XuqHiKjLuG8g4gqE0SEpuVHT6nfpg/L6c/+rFeJFFyzA7ibmiFx1eLb3mNn67kV0dycQtg+8bPN5oP3w/lTlYqpAxMKfP7ig3jxPGhuL3aOfnZxZugBkRyfKPUUxlrf3Jx2/TZrZYEFxt3j7eN33jGdqy5GHELgEENsxIojUmx+4bA0FxH1qgaIIZBWQzRced3rRwGhCZEihtPhwcGev3g3Qeu6zPfHejosue6Pxyams66V8RQ3W1VTWchXJKlIKZHWiq7FhoMpILkYuKcQUtMx6P5237RnXX9W51mHEmYth4dcl3kY7766u7nZ3zyc/viruzPCv/b8ya9965tPnj4NLXdN54T64ur8N38dMOTXr+31yJtzajo3jI+f44sbSwHMRHT9g80U3DwGTOfVVo39ihQS9+C83Xz4cbp+Vx2QArbbaTk9ev5+ungqDoEpT+Oc8+MnT/qzZtwfg2PN5Yzap93l7cNxfzh946P3TWQ6jGfnZ7vteZEmaVFZ3Etqe6aogCGGkJp1JWZiai6qiMjMIIKIRKi6oo0s8WoiBQQIS7Ew59PDqd/2x5tX5XhywL7vmtQOY8XTtAzH7fN3AAlCrPO03jndDSiaCIXgqs6kkn0a2k3jDurAHK+ePAJEYooUMVitAxaxSR7uT0tervrur17escHf+OCdT95959HTawuhVGmu2lpyevqUz586YNudKQAwrZpaBWo//JRCzMvipiuwGFxdrWQRlcQ9oOFb5Te6uRs6NrVKCEqEGOLm2bPNiw/EVtl9ub25bzbtO99476ff/WnTd30Tq5kb9F2jbo7oZue7DZgd9idKLYPXMpcqj54+5hhMKwKlvscQHaCamEpVFVFiRqwAHphzdUAMjCrgAIFY3VQ87B8OTdvkORMYElfxIlpl2VxeTno8jvX2/s0T+rabuLqaaxXXqlrBFFUDBAKIIXDTqpZYmq4NInnz6Hp7cTblQUybfscVP/v8u2B69eTZ8yfP9OLyxz/8yZKXbzy5/MbXvv744oJSw21HCOmda7t/WO72OxXHgBTi9bM6j6riCE4o5vU0cdOJFjMFtVUinJeFY9pcXB3vb3zFNjkgYsnLlDPk3IQIRLLMGHrnRk0B1UTmXN/59J2w3by+OX7jWx/1TXj58va995/1Z+3Dsrx7/WJ7fnnc73OW97/29bQ989o0ZEFT2pwDkpuAS3N24RxBFpOikmspAOjqjNQ2zZILE7qzmhKio6saIOZaw2nK/tVNoKDSNCl2F5dlv59rdYoXTx/v7/bjWHNVNCvjQaqAiZRsOZt7jM2SM4PHRBQCNtugstu1edzH/r1m1zp7TIGZ6OLqyaef/tW//eOmPzVtt9/v3+wPfQpPLy+fvPduv90YaIgRGNqvfy08n+8/+4lW4RTMDLudii5ThuS2TndNLs+vxbTkmRldTXKZ9tPLH/3w9ucvY8ub3Q4CoYOqLcNDIN7uthxbjpy1PJRsZmLacJyn8fzxOYV0eBievvfo09/8lZ9893uxx09+8xvF9adf3rb95vnXPgUOd19++e4vf+rssGQOHFIMTeDYIIAhhW6LTFrVVNw855xzdVV3N7OVRQ6ABkiADl5diLCJIcxTjkAvX7559uwK6CzGABzArOu7JUvT9WVcADCklumUTQAcwGouTFhr7buOA+VlAbem33J/fvb0ano4gGGzu3CxEBkRuQvvf+uX9q9u/+zPv/v0yZPjw8N2u/mo7fvdhvvUXp7XsjQfPJtOp3EYrr72S7N7nqY2NrUWoLDOdRMFTLTt+z//oz/6o//9H58/fXY8nvY3N599/uUXX361v319eHNvxbsuxbaJfQqRy1xKyddPr37t177z8Tc/nU7TD/7ye5Yf/qv/9r97+vVPHUMdxyVbZI5N/OCTd0JKiPq1X3mvv74YX950TXz23juUkgJev/ei2STVInkA9BAZQwREB6fQcHvm7lJmFZEqqgoAxPwLs7gjUgy0DknFnBCJ0AwDEVSxcZ6neW6bdlnmdtMMh7nkBY1SSlJmy5O5V6kAIDnn0wRmy1KalPKyhL4VdaqYzCk250/fXYafjvt9d36VT0dwh0AYaBnLN3/rN6uH73/vx+++++HV+e7LLz6/G6eHZXzxwbfuP/857XbPv/Wd481XpdTt8w/NJOdFi8QAn3/3Tzn11eOb16/+1e/9y9/7Z394f9qnGEXE1DAQMlOgEKID3o8VhsNK9COgwPT5m9t/+yd/2QYmgFzl7/zWt374J/9ud3benZ9//8/+BEMbm46ZXNNctNu2CRupdrrfr/33N59/3m+3V88uxKrKAggYkCIHYl+JVKmDEC3PskyyLMuSRY0DO0IAF1UBI4RqunZgwSEyg8NcNSDDWGcQSvvj1fk5IAFh0zbzMCETAZNBHo5ra8XcTAWZ8lK0SuRQzRfODVOi6G5E3J1dXT6f5sP97snz0G20SozBVVKfNOh3fufXSikP+9Oj68fXTx+neTpa3X3zG/TsyXI4PdpdbKwu05i2F7JUm3PT9Xdf/uT//Sf/8Lt/9er3/+NLqbmotn3fnu3crOtXq+UKN12X00CMTNHcAYEcmTA2MTCDGxGq+s+/uvFc/8k//J8k15LHD37p4/7sfBimq+unHBsRS9uzOcvxNBnilz//bBd3Lz56v318pjLUeaAAa4Pe8S0dE5HN1LSYmarkZX5LYHBwX6k9b09mBGiy3ppRTMEsmLqZtike9qf73X53fjY86MXVhVZdpqnkiWMaD4erF1vi4KqAWPIcQgANpWRGqjV730VEbZqQWo795vrFsr+ReQyplfkOQJHIXagJzcXj3/jbv/Hv/uDf/ORH3+vbxF07Dafp+NA9eRG30zJN0OzKMunpVOcjQa1T+ovf/6fPznd/MH0+qW42fQPg6qVWJjSFNUhLa2EPgQj4F3DpRMQEkbkhNPMQmMAVXeflH/2v/+fDOP7aL3/9V771yWff++FnP/xZCNSEePfq9d2b/Tefv3f35maa8x//xQ//zi9/61d/+9u7x9uqOZ/2jsbNTvO4RmBd62rigVWbKqXkSd86xb2amlpEEoRVAcXIBhURZNV4gAcEV9VlmSOEm5v71DRNt1nmhVNINRzuHzZbLcPJwd0NzTQXq7oyxNxskYzuLdPiNZBxarDv0+YcwbUsIUUMwcrCLa91bTXr333xO3//P/3Tf/EH3/v+jxeFgy5f/4//4Vt/8+/O0+TcGEfi0LVxurn/vX/0Pz+8un15e8+p/95n910KqopISB4cIhMBEEIiBnBGdrdImIjDChI16FKIERFXrowSrqAGN/Nm0716+Wa/Hy8v+vfeuRbTf/5P/9mXb44c01/+5ecJaDgNH26vfu2Xfqm/3AhkWU7my9qMA1MzVSkESCEAkpdc86QieV5yyeBQRQB+ATlbIyDuqqpvVXqo1dw8hBSjWqkGZF/dPZxfXKgR9MAATBSbZhznPJwQ3LSaiJQKjlJFagURZDCzh8MRz89CFD7sMVLTdnF7pctJTWK3lbK4eWw6V9VygtiF87Nv//ZfT4h/+r0f/eTHX/7gz/7qa9/+jVKV8nR1dfEnv/8vbr786suf/aj3kkv9v/79T6tBCswIgXgV2a7nCiLsAkbEJlCiVa8HTQhNpMRsiG7ap0BE5hZp9VegqJAjIlU1kXr75j6PSwgoi225BcCvfv4KKvzOJ1//ne/8Sv/kkrataRWZzYyj1+kETG6GCMSBOIKalknzKMs853mVGTDjGsx+S4sDIjRFDMhV1czEDRBWzStHRiYSlTf3++dIgSCgz0N+8vT6u3/+/cP9oYlNSJFTio1MxyMToam6lakEpmI2LoUjp1Q7M5PKqbPYs1UAlFJM1URD2xCT10yhTY+vPvjOt/uzM+rb7/35Dz76pX/z6W/+9suf/Ph//B/+8Wd/8acfPLp4fP1IYvuvvvt5MeybyLiiXt4y3BMTAxJCYm4DdZG7mFaQHKJvu7aPLKq07l2JAmEKbGZFFBFMYb0yYyAHfxiGPMmjs+1F0KGUJ33/Nz/99Pn19ebpBbdUbdGagSPjW2YbM8TUOgbXisxqoipaap6XeV4cVu0ZOsK6qF8Fo4wBAsy5AoCaugGQBwwBqIiZmBLR4ThdbHpkb9vu1ZubdttfPb788ub2N0wIcRlO0zBO49A1jYiCgVRVsSZxnvMRPAZuxwlD5JCYowEolND2VopZcU2OwQHIBAn6F+88pfifNO3N/fE//st//7/8b//8z7//s+V4fPborNnAT3/y+oc/v53Vn15sHobZyQJiw7RruzawqEQmAlxydQUn9AipiSvaKARaYUbMjAjiPszlNI/uIAZNCJvU9CkxYROjo3dNu6+nKrUl/Ojq+pPnz/u+50dnsGGBmXMQresgzjSrVtJIjMjRwUstpjkvwzTPU57N3NXE18Ti2shgMkMEA9dqDl5Fxc3BTS3sHw6Pry7FT6Q+zQtTfHn78AzO2n7DTXy4eR1T23kdjocYwzyOdZpSjOMwEYV1P6pqy2KRtVppu9TNMxIDxRhbAKKUIoK4AaBJdWIEdIxAGFrcPLtEh0jt5fY8yI++5JefMb88Lq9OXwAYEauRq733+GLXNtdte9F3fYx9k6ZcOAREf7M/DVMxdAXNWQA8sDJ1fUymPuWSYjjOCyC1mwtx70Jc5uWnb/Zdk1LAbdfsmmim81IfFH/3G1/7+N2vUZPoLIWz5EGdWVc+ktUq1bW4VU6tgwOYI5kUqUsZT8t0KsuylpCIUGrFdWTPWM3E3F3VDAGYoOia2fVgauMwIUDfdw44T1ktOdDD3f5ytxnu96++unn6zouua06n5ezi4s0wV9FSapPC+utMzRwYIhGWpSynIQJQ0xCGkKIqQ4hoZjljjOROIf0in0oSKV5f7CJ1w/KfX1791ief/LM//g+/9xd/8VCWmJIDKOLdafzb3/6lX//614fj1IXggK4CtdRSiOlpuzselrHko1QHFC215vcvnm37bQqMDIJATXM8Pix5CsRLqX5x8ej84vbhOC/zq8P4hZTrTfPt99/59gcfn/UbY2guu+Zyp7io1QiBOLkumieRBc2Yab1bWc1IrDJLWUqe8jQsOZdSARkdQnjrjrJfAK/M3NBFXczVzAgcMADYaZy2fXt3eCAMGLhpIiKVKiGF9vr6V3/r1zfPdxpWtjUwU6kVCcwEAKSKmRGxqCLF4TAGJ4ohDEcjtrBhjE5sUFYZreXZEZDAASi2xJF7R0yAOC7D9vryv/kHf+/v/tZv/t9/9K//nx/+4PU8HKt++vjqomlyts32bNtvGgJAsMThYsfMWhVCMAgWILVcpmn/+s3j60cxhLZvDKG9fpq6tszT/cuXd6/exG77/Osflv39H/4f/9yLnbWpIXx8dXa13TRtp4JxExztdPMaeu12u8AJAdUViUJoXDIgIid3V6voolrLMpVcxnkRESZWBzcnZnetKiu1U9f/gIOhv0U9miNiCDFN41JFEWnOecmlbxJt2kfXO4wc+vT0W+8WHZd6II7ERE0EdxErOjMxIRKSqpqpEzjEw7LgiLGJmEcKgZve3TAmIvQsqkqSuUngqFZXZgEE9lT7s8ZrddPrR2f//X/9D/6zL778s+//8Cev38QQgpEMp0cff/Lsk48OP/1Zc37++De/s3n8KLbNfLjPJX/9N35XxR9e/uzh9c9+uW3OHj8dj4dA9PDFT3MpHLeh8G7T5RgSwP5Pvjvf3nzr+tG269q2abp+yXMtpQJ2lz1QmeZj6gLHCESlTgS+tiGdwMADEHIAZHXXPJvmsozTNOcigJgCE66mJwd3csylKLiLmfmqxBbVNTjkgMHVmEnVuiaZ2jjp6/u7dte+8+k79/t9Z/z65z8/f9RrnGI8V3dEAoA5Z0YUESKKzKbAjFKFOYjIsB+aEJrUZpoTIYXEFKpUNXM1LMV5Qe7cDDk6GTd93IK72+gA6MVF7d2vffi1Tz4Bkf3Dfng4Wq1oNv34p14q2On4//3p0aVJzTSdmMJPf/xq9/77oiXffKGxra/29eZu+ep1OTykxIfs83GKMTbD0rTteUra7GBjnthC8EhkHFIKm7iUUWyJZ5F3PYcIAGYaYnJQN9NlQQJgxhUAoGqqdZ6n02lZprWPXs0DM/LbR/N6BhVVX8vZ4Cs9aym6lumDmacYVL2qxhQDU67l/u5uPE5n24t5GujsPA9l9wjdoG27o94BODGjWinV3SuHwAkIwK3WyhSMw+HhwByuQsKAiQiRQ2y8GiJRJK8FgAERXZEjIqd+K0BOi81LClwn4SZaauuSu/PL80ePY9NoybYsEKMbyDwTJj9MO2Iv5fQH/+p2Lr7pMcam6wtCqHkT03l73u5635lds5qL1loKhjCdIC+zI3KK3CQP5lZyHo00nEduO0QmRA7MDuaG4CICiK7Km6ZKtVkRUMdhmYb5OE7DogjEzLSSCgjd1xQOAoCBmImbqJmvTx4WcCkaqkjXNebm7l3TbPvuYbBS9OVnX33nd75zfLhfphkCZckpxbLM+BY7QMMwojut1zwiU2SMKpLBicgBj+MS035jWwCI7QYDUyQvyiFJreAViSVP3J5hSq5CbRMDasJ8dwoNSh0CYQiAlCgmiCHtNogIGEwrIoA65NmlIuH2nedQVUupU+FNF/rWqkAIq1dGSkEGULFpQfZaF4ohQIIUlCiPJ/FiYNyEtEnmnmIDjKVKcl2PC2DmWlQVTIOILjl2rZWch3Ecx/1hWkqNKThSTNHMpRRTg/Vpg7A2uZDAEdXM0Qmxijp4MARmVgUwcwQEi8ylyu3t3f3D/tGzq4eHQ+x203TatRC71Gy6+rYXFqRWx/VmX4kigGl1Zppz9ciU8zDNSMD8djgDRBSj1BLC2gJnjhFcvGTggEhIgXZn6CT7E4C5LO7Y7s5hXbQTAjGljnmDRG4ANcMyv+0hLjNttmGzhCbCOgvmIPOEkblvyngkZiQ0cUfjFpxhGUc1ay761Gyr1WKy5Np27el0CAH7ppN5caIQokqWnEuRmIK5phgIsZRcpU45L1I5crfptUqtGhhXHFlizrWsyjYDN/VxzhRwLZFJqYYYIodaBZGqGQFF4oA4i83Dcrq7P/vaO0xcJplo9CtAoCJle76pucYQSslFrI0RFNwFEVMKZs4EVRVLHgdv0CU1gEQhpO0ZAFheVAqiS12IGJHNMgIi0Qq6j2c7ZvZcdFF3kLwQEMcAxaRI6Ao3CUKiGKlrIKLXioihbynFOhxkOK2NGilzPg6867AJK0wTAzEGDCSWKcQuBWCKFztDOA4PeZj7bsvMUHOdl3GZXTU1oek6XOMg6G3fhRBKKSRlHo+Hw3A8TQTYNM2SC5gRETADOMewLEWqDEuZq6zK4yVXzxACmxsCpRhC08TTaTg/O1vmJTI3KQ1Lrqql1ptXD+98+B4wDlNetIpWACpLnoaFOHADuDCoLaWkEBKjqJJyiOj6Ntq8eB6IPTRnxE0M6ynNAbxWB197uZpn4ogU0RHQ0cEBqW9x00czq+qLrsUGB+OEINlQXApOsjre15QGpQhCbiLTAODcts4ettHYABQ7ZCOpihiYEJVDl9ShijqCo6p54hgiVylEzH1bxymFwIFKntOK4CNEAFkLhVYPwzhOy7RUZsJaVbQ/2zRMtdRpLjGEXMsw5apVHQ/TEogjMwc+zrOBMzOohaZtp2mRKn3XTXkR1SbFkKUUPd0Ph8MYUlOnGcxrmbvtWQzRzVciHceoImKu7lWFnNaK0sr7RgJRmJYKfKIAHqjFACEBgKsSMxCaCBC5idWZUscYDcy1EAWMLSBQcuwMwWAp6OpAFDoH4BDNBFTMFdvExLbOpqFhvnBXZyKggCBloRCQUPNCEgOTmq63I1MNbWMi43ha8qxF1Yc11GambhD7iKimchxybBtXq1IAwADnmkU911prNefUhKZrCGHO9XgcYwzDcdyfBnArVm+nwsTDNIQQosUQwpJrrWVz1gVmAqRhzlfn21qlihJT18RpLsPDabjfP/rgOSKnFO4e7j548tFacWICCrxkYQ6RzFSVsFaNpLFN6s6AYMCMzKwAS85tLp5ax8oEsvJDfO3VuLuBFVB2ADNFWv2JyMRAblKRAvYBzThGCAGQgDigW62oiiGsQMkVjAeYQcGRlQgdiBpuWjPlwC7yNh8imQhlKTE1JS+OlGKTLZuplwIIwzB2fZdzZgZVT11LjOKeq7kUBRvHcZ7LkmtVc0QOoVaZprICUm/3p3ku4nYcpzHXoQoiOahaMbPUREdlpigWxnHp+/bNzd7NQ+AaWE2bJuQiSy1lWRn6rpYOD2/q1YvURCKsYmfb1tyrlkgUOKyvpKjUiszBzdiQAoUUkTkvZeITcWy7FsIvAAeAiOxuboYBTRbTDNQg8sqHB/e32kh8ewFEZivVyYij1Oy1rHVJ5OArm0trHg+4yi2a3nHlHDsSOaa36EkHRDYpRKi1jsPR3dyEtHCM2VVK3Z1tVt4JujdN427TNKe2QWIieng43d0fTmNe5tqmYACH49Sk6IAmersfRCyF8Pr2cDtNS83omEW7NjHRUoqjrTMFO47kBiFwCDTXkpoIhA7o5iHQsJTlMDYcIXDbRPB6Ou3PL6+apl9vACnx2iRZagUAIlr3FGYC5ghOhFILAhBxLTINQylFde0vGwCaCrwlZZlpNTcwMcmqxWrRWs2UQqQQzczBHYm6nlKrdXETZKbAwAyIVmueT9P+teSFYkQOyIlCgyEiMgASBnOF1a4uK3UWl3FAswBIJn3faM5WpQns7qXUaZjv7wdEqLkShdi0jrw/zeNcViqru6l5rVpFmUPbNYio4kw0ZxkXmZZcxbO5Ag5LPcxZzEXNDdR8nkvo+2Rq275Z92hMVLQQv80a/vzzu2efnPrHl4EDIg3L8YrPQ5varhGV1GBRsuJmtuRs0QJxYlp3gg6uZiDApXIMRdRriXkGaGKMCO6lrED1VTyFTKCiUCk0AOCxcwMQ4sAmZfUOuANQdBUOaUVlaC1WCzIzdxQDmjK6M1PqV3ynqVCIqIIAtIjjih0MMs/mEIlS147jCFWGoYAZE5gaoZach2G8fnylCqIWm1SWPGU5TkUXyVmnpRBhCgzrrNl9HKaHw1hNc9bjlKtrZK5VTB0DVjEmrOYsztHdGcFC1zXjNG92m9MwIyAzmRs6Bg6R7TTOd/fHtNuWxCGEcT5eXT7aXJxvp3EZZ1MgIIOyJk7dITC5Qy0SiM2iqhGzq3lwJBLRXAohBiQKDExg7uvKyAzMkAgCgokphrRxN6iLWyBCRAIOhKw1I5GZIKA7I6dADLjaXay7uAZXFcXYeC1eK662EK1q1eqCSOAKUtGVgSyySUGHUqXtEgEcDg/MPC/15uF0cba7OwxTrm3bAIbxNBCh1Zyr3j+Mp1w2TWTWmOLdaT7O6upvjkOWKlWKyGpcDIGWbF5sKbpCwdE9AsB6nVrmvBoLDCAXQURVc8CquiYsT7eHF197b8lLLrXftJPMTWratj3c3J2dXdbbvUIFMHjL2NUVaFdVc60tEpA689pTIAMT8RBLLhGaGNhMaS2QIAI6ErrpCsZ0mdGJYwMuoIhIMA/GhBS8qqMjBTTQtTXHpLVyaNwKUgRXclAVk2ySY9tbXYiwqqJX5hBS1IDurostJefpuOl7Cjg8PBDgaZrf7MeuTUX95v50cWbVcXgYDFRN96e5LHr/MDVNXMSBAEohhCXLOIsY7Ye8AguKirkDUtNQzipSGcjdZ9dFvG/ZHMI0F0DYXWy2YnkpgSAGRgRjMBcwPN4dai5t05dsU87od88vnty/AjNA9FozEYmqoQsaOwZ3UDfQwCLGDMiuaE6IkZkAq6oBWAUHDRwAAMCc2FXBZkCk2LkJegRfYwNIISCCmXBszQ3dOCRZAbRlIWbnoFU9MCISBzMv92/ca+q26FgODxRD6LvQNLLMFFi16JK5bZxQloURcpF1S76SL8627fMXT16+2vdd64hLqSL1zWGalipVCd3BRfUwLNtWt20627Uvb45LFjELiFnttGRkXLJXqX0XqugaoqS3kC1YiplbQMJhzjvrt313KEVFOJCaBwJCLFVOp0XH3F9eV9EqZayTxfDoyVVW+ezHX4IbE5vDCnElJDOj1avmbiZFkJjZnTi8JTqZAZOJrMYeICREJgAnK5kR3Sasi4pQbBwNOFpVJKbYmEhoOmeSkgEDEAMG8xUinEJMUnI5DVIXCiE2WweP3RbbTjUvpwEcYmplngENEOo016pqRsTzfGzSquJuhqKEdH8Yl6Kqftam28NpyaVvm8NhyTWLyzQvm65zpP0wi9l+WqalVtPDMAFCFZmLKMCSgRk92+ppiSGAO5ITYS6SAgUOlJiGYbq6PKuqDO6OIhIImhRK1VJKRCBEQ+26btay11OKXEtBoJIrtRgbXps3YA6EYsrO7qJGYYUqvq2trZV6VHMKJGZulUOIxKpCjsQMorASSWHiENZAyeqdgJXOb4rEKpXbBICqQsQxdaoqJSMCuHpe1vYkqJTlFJqEzEi8nI5IgGbERJHLuIB5TM2yTCpqgR3gMJRqPuVlEY3MqYkvbx8IfbfpjrMUKUvJDg4Idw8DMj/and0cp6UstZpTNIfDMG+6xBwBsEmqZtVM1NvIq5gUDdS8SYEIw3bTmto4Lo8vESkMp4EDMZObRUYEyFmGsV6Rb9r+4bQX8wcZn3RnXWrPLrcAotWIsNYaQtSV9I5hNbGaW1WNpknMWT04ApnZW/gSogdWFUBjDBiRY3R3MAcidNNlIOhNDWODHFCVmBwMgWO7MQBVCakFl7oMDmBlQSIwoxCJSMsCVgOzzLOqxqblGLUusWmW4Vj2Q+x2khdClVoc8f4wHMcZAqYU2yY+enRRRI5DHifZdPHLN6eHMQ+5ZFUpUsTUtHG8PQ13+1OKIYtRJBVtmyTmAEyITIbIVRUcYlyHCBojqWkpwryGfJs0DBMxt5vu8PBgyGreMLtJiLxM5f7l6+sPrkctgYOqhMjc9FfPX7y+vcM1ltlEB9cq3vDbCDtAUIiIrrZqxgGDmorWEHgl7Dqz0wpndwpvcWvYJi+CK/kOai2ZE1meMLbIESAiBQezMtWqoeklz3U8IlOIaeUglOGELsTs7lYViUrJxNR0ZZkOpitQHEWEahYtyzwO4+TuudSmbdpNd/twijGOU5nnfD/Mc7H74XiacjW9H8a+a/dDdcS+jw9TBZciIGYhMDPVWgOHKjZOC66+BvcYadMkqVLV1tCQA6QYA0NYfYO1ltMwdk0kBHQEtdTwrBKYAODu1d10nErLj/qzPulU5ZTy4xdPux/9aDnNWbKLbLZdWYqoqlkTU5XaJQJAxreM3bcaNDd2+oXvauV7vJV2uYECBCZMjdfiauDAgR2cKKw/bFpMAMDV0VXzw02ZJkDHujZDq5ZS5qHpWq/V1ShEAA8xuLuKcEhShjxOGJljGobh1ev7WgsxBiQO8advDpuphBBub45i1rZp23eHaTlMkxoc5hmRprmqeox8OOaUgpkxU1UYptybtk3MRYmw6+K0CCJ0bWKmqgIAkYNaFTVCUAVECuAYAzcpTsO0O98iB1FXNXVbsXnM9DAsw8PYvXs11UWXzP15pgKb9OEHH037YRingDQM0+XF7nQcicgRVoR6E7GKclBDV9E1UGbmTOjupqvZklaECCMQkghwZOTIAV3FaoFAbm4A6iv8AlzNOVrNsswcEiFZLWBKSIaQNtsQo5WsViOiuquIijpwiETgUnKAVKvEpsmiCD4tRdWRQ1HbIJUqinhaqiC93o9fvn5Dgadcx1za1Mx5BU/jONWlGLgXsXHRtiEsmtVN0czOztJ5w+ykakXEHGqtmy5tu6RqopqLVrWwTMtm05tDFVWDvu/maanZ5qU2gRFQzFTleDjQ0zOKqd1sBdzQJdHVB+/33//BtDRVKqinlPpe61IYwN6q6zUS2rqqZCY1Y3WM5gDuqu5gMawaZld3WOXFVQlRmYiSSYVSVx8QheiKmgUIKSaVwqs/yJRTUsPYbzm1oKI1h3YTd0mmIbyVbmcTycXmYTaAu/ujmXSb7n5/vDzrq3hK4TCWrklF9LjU2+NQs5yW8nAYRWGe5qpe3Dm4mnGMql7MWDwQ52rr9f80lk2fVpVezgoA2zZMpa4huRi4qjGTmE9F3QGKhYcxXz2+7LrO1cGhSQndSy61auLQpnga5nkuS86aK6bEiV2EquU8vvvux+99/NH8l99bCt/fPqg6hWSWndzcbXU/OYhaVYlSQwpmvmLDzRBBmeOqqF23AGYAtJ64cBWeUWjdFAwIVwY7QArAwRFD7N2slupmoW1Sf84xgXf1tOd2s27Mu4urZTg4S2waKZli2pzHw/0bYtzuznKpl7tuzvVnX+27vmma5jSU22U8zFWrHU4ncCeGJevKdhT1ZalI3PX9MC4xhr5LppZVzQAJU+QmhKaJgZACpxhNfNNBlVpFibGI7Y9LFaOwEl0oHB6G+ckSU5qnBR1LFTXrmmacl7nUbd8T41zLfJqbyA42TkPkEAxymamL73386ReffTYtOTLFGEOE8XA0REIooilogPgWv+QA5oQgWiOzu7kaBcQ1K0Zs7gwAChYDRyYiL2WdlRIxuFMIAIzulKIBmiKFSKzIXOdJRUMiKROGAAgqNTYNERESGC7TzCHE1Nwe3mS188vzuuSXd6d//Vef9V1bstyd5klK07SnJU9LPYyzIdWqS5W+jWpeijWRHGDTt6VIrRpDdIUl176JDhgY3Tyrymx9k1rmXOr67cYhAGGtYmqA0DURySNTk2JYlnkax02b8rScThM5KFBIEZZlzjUmSU08HKfDflAxRuQU25TUNSBO8/H6nffe+eD9mosui6NPUwbEENn1rQ3Vwdeoqq4meBPmuDLtmdnMDQ0AiVhWCxGhI5goR+KYTCoBYQhM7AYcgyM4ODim7iy2G0Co88lq4YBmhWOEwFIrEotomSdCCrExOczzhMPATRtMP/vs5XFe/vDPf9QEfnweLjfb+9NUBo2Bci7LXNDR3ULkjqlr0t1hCCFwIACY52LgMcWqOs0zExkAAjAxByI1RmxSQoSaV7cexBTE0NzOtu2am9/uut35xXQagjiMw7LbBACY8hyJh2nZbhoAahOUnFMIhng6TXksm8szLcUiuFkgGObj44uLFx9+eH+33x8m4nQ43fbMvl63gBw8VzFEZiREczd1ZBepIREg1CKYiCiYKgcGQnNgcETU1U8XIiJzCGju4LYmYgCaZguxB2Iwo9A2ZwEQJE8xtnmZADyXOXBsNzt3DFG67ewjxCad5vzlT7/Y7TY//MmXv/rJ+88fX/78y1c//ur1XHSp9f40ibu4zWJVZLfr1XSYc4yhbVMuFQBMapuiq5csbdsgYq3SNCEyr9S8GCMhAngMUU1qqUQECExB1ZdSCKCIzll3fRfUcCm67T2mMJeiZmaq5oFRbeW2QZ/i6Tgc7/dP3ntaTGNsFBQBj8udwLtX10/e+/C9ZcpZVUq1jmHVx7mLekoYec3kGKnGkNzcCU1NyZgZwBzMPdB6ZAVfV2XgYGoQKMWIQA6yKt+YIxEZoJXZgbjr2/4yT6fpcKvz5I3mORPT9vLaRJwJQz/fvW42PTEdjoebl19cP3n07/7qR19/9vjqfPvFzf3DXEvVUkuIzVCW1RFo4FV9KSoiCBhDGKYlMMc2atW2jYfT3DbR3EUkBJrmwoR9k7qUOHCuhQjBgZi7bVDzhhCamAJfIAUKuVZzU9OgYmYeIlOlacnbvg0cqtS2b/f7U0rBTBFRRB/e7HWpBNi0Tc6zqSrYIGPPdP3kcpme/se//BFHXkp2B2Z2s2qrXlcCUJVKhG+rNWghAJhTIDPTKoaGBGuPyBxBjAOHEJFIRUNM65MdkavUEJKDOyGE6A55PKqUMk1njx454OlwQMZgfWg3Kjk2iduEgFDL7e19v9u8vh+7kF48efyTr24OUz4OowEtAg/jMBV5tGtjCFgdAOVtF8gdsW8aIGybxoN2TVqWjIFADFbwVSQ3FbMAMI1lffQjgQF2TSQiUcCAUiE0vIbjNt1GqgRER6LTOLtbrZJiyFmGaX736fXhNKkbIhQxItrf3g8PD7wNHLj3fhyG9upqlnLWX1DA5++9OB3n5TCdxiNS3MR4KjUGkJx7s41H5eDsyzRtL84QoNZCKeUiIQR0Z8JSctsHcyi58FpBRCQDqzWmHpBdapWKiBUKp566LaeNm8h0kFo355dlnkvO/eVV02+11rTZzoOZedrs8jLc3t07+P39+PLN/tsfvfvFm/vPvrqRWk9zvhmmY65LNQC4H+aubbsUI7MjTktuUtxs+yYGNTX3putSTNvehzy/RZYDpsiIAdwQadO3BDhO0zptHKZMQMQcA2IMyipazFzBtVZCN+Y0z6VrmyZFE1dVVVfDlBoCXpE0br4My/Hh1G22q5a65sVqOQ6vMMUYe5L64TuPP/7oBVGYlzIVYWJAXJ01IlqLlKrzUvNSqroZLktWUURWU1UBQpW6Qt0ZaT3JyJIBuZRiJgZAMZW8uBnFppYChACQdpeAUOZRSm43/ebykmKM/dbMus1OrZY8n+7vzq4uq9jdYQCzcZ5f3T3cncafvbl7fRiGpc6lxMBM2DRp5WkgEwfquyalRosMw4TEMfC0LAbY9V0bY4wMCIGoa2NkSjFsurZLqeuaR1fnbZuaGK4ud+eXGyIwh2nJ98dxnIuYSa1zrqHfbJalMGogCsxVrIouUodpCkSLCCG2kaZJrML+zf373/hoGEbfAIfgrqXMjtg029leQh0+eu/K9eP/8P3P7h8OV5fnzCRVqyoBIIhhbvpmykvPZIqRQ4xsqkQIYEyxlJwixNQCwepm8ZqtVm5aUdvsLsyMlgKY5nGgpgOAWut8d2fLFBineVbz0O6WeZhPx7Td7i6umfDV5z9FtwKkUmrOAP7V7f3dabw7jvvTfLbZsGFHxIEBMMUAsD4qKTCXIuKGCM06KERMMarWUkqTGl9y7Nuri4tpmkPTEJKKqWupNaXQpUaCEqG6d11ccgVEBxiXHCsj4bLUwER3h8PV2aZWYaIqtUmNjfOcS980aoZETQgLVXVcTkvNEvvgaByDqqrKkoem7zHGJoV5OH3y8dOrx5u/+sHPv3hzwFG7vs1VRb2KO5NOq10LU0rtLpkqpcSBpYrXmmIioiJZBZO1GDC2HROq1pi6mmdTb84uMLWwTLos+5//MLRdzVNkEi1qBlKX04OagpQY4rB/sxz2Tdv/7Gc/W8ah6zoP9LAfP3z+6GF6laW+++SiGp1qDSEgYYrBHarIpt8E5rnkdtPWWkwBiZloyVlUxtO02fQi0vdtk8I4zeBQVxEdkroj4Ok0I2BouOQaAnOgaCxian6+6eZcHbzvUzCApSohTHOpYiWXrutiCLloF1f1MIqqO+ZSrajWGqhbcnZThALBh3LadNcUGyOKqZmnw1lLf+tvfOs428++eP361c0wTvNSErOC913adk1eBJBzkZhSqZVEmNlEFtGu64lIRJk0hkZEnJnctS7zuOwunlIM7oro4AW9Djf7siy7q8chJqIseS4pqeppGKYpTw93UMvLu/3tw2G36eeH4fXD9Oph+Oow3p/GENOpyJRr2yVRF3XiIKUws4iut6dlWnKpfdeEwMtSIoeL3a7WWnOJkeGtszGqai7i5m0XifB4GgAoBCJkDlBKBYAqCojgvtQ65sqMF2dNGMdB1QwgMBo4Biq1ROZaincdE4uqvQ2YyDSO0/3h7Ok1g7pxASUKN4fbq+5J128Pd69EagxcSpnuXnFovvnx008+evfVzeluf3/7+qaI2lyk+tl54Co1F0Qk9PXbYkXNmg6JU5OSipIKVKWmwRDm4RT7zTKfOgrEVKdDSK2KIFLTt1qWeRiQILbd4bC3UkNK8zhRDHfH481+f35+/nAYj9PETEOeD8PMjACkBjFGQEoRm5ZrqaKWmgaZx2UxNzeLkUR1Ph5jDNVtKRSIkGme8zjlftMCwvE4MjMxAkBKacjFzYjaZVmmpa7V2mnOzNT3yR1Kke2mqdUCIqjDUkXdm5RyrsuciVDNc83wdowMDlBUT2MG8HkZUopdaoZhjs32Zrj70BQpcAxEKCpq0jRpGudlnIpSw90Hz550bDf3w5JLdbzZD3XTIJi7aQ1d37gaMkfmWgsDLsVZ1Mi7rkfCaRxcrKHgANP0IEtGx2H/IFI2F5dlztM81VxTSss8l3ls+l2eJsm57dLDOG77rpZy+3DYbvtxKVokMhKHokrEpUg1izFMeTrfbc42m2UuIoJgDDCrqEoMtNJllpy31jWpK0U0KwINYza1s7MNB0YkFT+Oszt0fRNTnA6FEBxRVbfbDhyPw7IWN8EhLzls+34/PojYlCszAbq4opGoLTn3XTvnbAYAoAbLkucl+8P+4tFV0GBaXUVMxjztmpZDQiKCkJKXXF01pTTuT+JTXsY28KPzvlhfwfd3w+1xEtUL8b5tpEpg3Gx3xVzFYsQlL0QcElXJZqZiiDSdTuaO6KhOHGrJIYbp4aHUituzaX883e/DpiOCw/EwjUOdFw68PxzP+vbm/nh5fvbTVzel1BRDdUNEA2xTBIdAJKp92/SbjapyCCDVzI9TnnIRqYAQA/dNatt202+nuTQpYggxhWouuSIBAJaiyOSIMYYQuJRqbsQ8zRkcAvvhtAACIpz1CcGJ6P8HqHJwBo8uuJ8AAAAASUVORK5CYII=",
            "text/plain": [
              "<PIL.Image.Image image mode=RGB size=128x162>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Found a face at the bounding box, Left: 1246.0784912109375, Top: 899.0545654296875, Right: 1734.765625, Bottom: 1580.8331298828125\n"
          ]
        },
        {
          "data": {
            "image/png": 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",
            "text/plain": [
              "<PIL.Image.Image image mode=RGB size=128x178>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "# Load image\n",
        "url = \"https://data.heatonresearch.com/images/wustl/data/AdobeStock_319245189.jpeg\"\n",
        "\n",
        "response = requests.get(url,headers={'User-Agent': 'Mozilla/5.0'})\n",
        "img = Image.open(BytesIO(response.content))\n",
        "img.load()\n",
        "\n",
        "# Detect faces\n",
        "boxes, _ = mtcnn.detect(img)\n",
        "\n",
        "# Draw bounding boxes\n",
        "for index, box in enumerate(boxes):\n",
        "  print(f\"Found a face at the bounding box, Left: {box[0]}, Top: {box[1]}, Right: {box[2]}, Bottom: {box[3]}\")\n",
        "  # Crop face\n",
        "  cropped_face = img.crop(box.tolist())\n",
        "\n",
        "  # Determine new height based on aspect ratio, with width standardized to 128 pixels\n",
        "  aspect_ratio = cropped_face.height / cropped_face.width\n",
        "  new_height = int(128 * aspect_ratio)\n",
        "\n",
        "  # Resize the cropped image to maintain aspect ratio\n",
        "  resized_face = cropped_face.resize((128, new_height), Image.LANCZOS)\n",
        "\n",
        "  # Save the resized image as JPEG\n",
        "  #resized_face.save(f\"face_{index + 1}.jpeg\", \"JPEG\")\n",
        "\n",
        "  display(resized_face)\n",
        "\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "0eBtaFbimp-M"
      },
      "source": [
        "Detecting faces in an image is a foundational step, but it's just the tip of the iceberg when it comes to facial processing. In our subsequent section, we delve deeper by detecting facial landmarks within the individual faces we've extracted. Facial landmarks are specific points on a face, typically identified at key regions like the eyes, nose, mouth, and jawline.\n",
        "\n",
        "# Module 9 Assignment\n",
        "\n",
        "You can find the nineth assignment here: [assignment 9](https://github.com/jeffheaton/app_deep_learning/blob/main/assignments/assignment_yourname_class9.ipynb)\n"
      ]
    }
  ],
  "metadata": {
    "accelerator": "GPU",
    "anaconda-cloud": {},
    "colab": {
      "gpuType": "T4",
      "provenance": []
    },
    "kernelspec": {
      "display_name": "Python 3.9 (torch)",
      "language": "python",
      "name": "pytorch"
    },
    "language_info": {
      "codemirror_mode": {
        "name": "ipython",
        "version": 3
      },
      "file_extension": ".py",
      "mimetype": "text/x-python",
      "name": "python",
      "nbconvert_exporter": "python",
      "pygments_lexer": "ipython3",
      "version": "3.9.16"
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}
